Released this past November, the list is based on data collected from the Web of Science and highlights some of the world’s most influential scientific minds by naming the researchers whose publications over the previous decade have included a high number of Highly Cited Papers placing them among the top 1% most-cited.
\\n\\n
We wish to congratulate all of the researchers named and especially our authors on this amazing accomplishment! We are happy and proud to share in their success!
IntechOpen is proud to announce that 191 of our authors have made the Clarivate™ Highly Cited Researchers List for 2020, ranking them among the top 1% most-cited.
\n\n
Throughout the years, the list has named a total of 261 IntechOpen authors as Highly Cited. Of those researchers, 69 have been featured on the list multiple times.
\n\n\n\n
Released this past November, the list is based on data collected from the Web of Science and highlights some of the world’s most influential scientific minds by naming the researchers whose publications over the previous decade have included a high number of Highly Cited Papers placing them among the top 1% most-cited.
\n\n
We wish to congratulate all of the researchers named and especially our authors on this amazing accomplishment! We are happy and proud to share in their success!
Note: Edited in March 2021
\n'}],latestNews:[{slug:"intechopen-supports-asapbio-s-new-initiative-publish-your-reviews-20220729",title:"IntechOpen Supports ASAPbio’s New Initiative Publish Your Reviews"},{slug:"webinar-introduction-to-open-science-wednesday-18-may-1-pm-cest-20220518",title:"Webinar: Introduction to Open Science | Wednesday 18 May, 1 PM CEST"},{slug:"step-in-the-right-direction-intechopen-launches-a-portfolio-of-open-science-journals-20220414",title:"Step in the Right Direction: IntechOpen Launches a Portfolio of Open Science Journals"},{slug:"let-s-meet-at-london-book-fair-5-7-april-2022-olympia-london-20220321",title:"Let’s meet at London Book Fair, 5-7 April 2022, Olympia London"},{slug:"50-books-published-as-part-of-intechopen-and-knowledge-unlatched-ku-collaboration-20220316",title:"50 Books published as part of IntechOpen and Knowledge Unlatched (KU) Collaboration"},{slug:"intechopen-joins-the-united-nations-sustainable-development-goals-publishers-compact-20221702",title:"IntechOpen joins the United Nations Sustainable Development Goals Publishers Compact"},{slug:"intechopen-signs-exclusive-representation-agreement-with-lsr-libros-servicios-y-representaciones-s-a-de-c-v-20211123",title:"IntechOpen Signs Exclusive Representation Agreement with LSR Libros Servicios y Representaciones S.A. de C.V"},{slug:"intechopen-expands-partnership-with-research4life-20211110",title:"IntechOpen Expands Partnership with Research4Life"}]},book:{item:{type:"book",id:"5878",leadTitle:null,fullTitle:"Learning Disabilities - An International Perspective",title:"Learning Disabilities",subtitle:"An International Perspective",reviewType:"peer-reviewed",abstract:"Learning disabilities are conditions that are associated with difficulties in knowledge and skill acquisition to the level expected of same-age peers. The current book is an international examination of assessment methods, preventative measures, intervention, and research with those individuals with learning disabilities obtained from authors in the United States of America, Europe, Asia, and Africa.",isbn:"978-953-51-3652-1",printIsbn:"978-953-51-3651-4",pdfIsbn:"978-953-51-4600-1",doi:"10.5772/65822",price:119,priceEur:129,priceUsd:155,slug:"learning-disabilities-an-international-perspective",numberOfPages:228,isOpenForSubmission:!1,isInWos:null,isInBkci:!1,hash:"233671027a40a86828b81f5f6094c4df",bookSignature:"Carolyn S. Ryan",publishedDate:"November 29th 2017",coverURL:"https://cdn.intechopen.com/books/images_new/5878.jpg",numberOfDownloads:15515,numberOfWosCitations:4,numberOfCrossrefCitations:14,numberOfCrossrefCitationsByBook:0,numberOfDimensionsCitations:19,numberOfDimensionsCitationsByBook:0,hasAltmetrics:1,numberOfTotalCitations:37,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"October 17th 2016",dateEndSecondStepPublish:"November 7th 2016",dateEndThirdStepPublish:"March 6th 2017",dateEndFourthStepPublish:"June 12th 2017",dateEndFifthStepPublish:"September 20th 2017",currentStepOfPublishingProcess:5,indexedIn:"1,2,3,4,5,6",editedByType:"Edited by",kuFlag:!1,featuredMarkup:null,editors:[{id:"28738",title:"Dr.",name:"Carolyn S",middleName:null,surname:"Ryan",slug:"carolyn-s-ryan",fullName:"Carolyn S Ryan",profilePictureURL:"https://mts.intechopen.com/storage/users/28738/images/6072_n.png",biography:"Dr. Carolyn S. Ryan is a NYS Licensed Psychologist, NYS Licensed Behavior Analyst, and Board Certified Behavior Analyst-Doctorate. She is the President of Ryan Psychological, P.C., and serves the field of applied behavior analysis and autism as well as developmental and learning disabilities and other related disorders for over 25 years. She is the author and co-author of several research articles, book chapters, and books. Dr. Ryan made numerous presentations at local, invited addresses, state, national, and international conferences. Dr. Ryan serves as an editor for journals and book publishing companies on topics of expertise. She serves others by providing trainings, designing curriculum for students, supporting staff and students in educational and home settings, teaching graduate-level coursework, supervising those pursuing the BCBA, assisting on boards, and providing behavior analytic services.",institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"1",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"1239",title:"Learning Disability",slug:"learning-disability"}],chapters:[{id:"55805",title:"Classification and Detection of Specific Language Impairments in Children Based on their Speech Skills",doi:"10.5772/intechopen.69464",slug:"classification-and-detection-of-specific-language-impairments-in-children-based-on-their-speech-skil",totalDownloads:1711,totalCrossrefCites:2,totalDimensionsCites:5,hasAltmetrics:0,abstract:"The ability to use the spoken language is one of the most important characteristics in child development. Speech is difficult to replace in real life, although there are several other options for communication. Inabilities to communicate with speech skills can isolate children from society, especially children with specific language impairments. This research study focused on a specific disorder, known as specific language impairment (SLI); in the Czech language, it is specifically known as developmental dysphasia (DD). One major problem is that this disorder is detected at a relatively late age. Early diagnosis is critical for successful speech therapy in children. The current chapter presents several different approaches to solve this issue, including a simple test for detecting this disorder. One approach involves the use of an original iPad application for detecting SLI based on the number of pronunciation errors in utterances. One advantage of this method is its simplicity; anyone can use it, including parents.",signatures:"Pavel Grill and Jana Tučková",downloadPdfUrl:"/chapter/pdf-download/55805",previewPdfUrl:"/chapter/pdf-preview/55805",authors:[{id:"199652",title:"Ph.D.",name:"Pavel",surname:"Grill",slug:"pavel-grill",fullName:"Pavel Grill"}],corrections:null},{id:"55945",title:"Learning Disability in RASopathies",doi:"10.5772/intechopen.69571",slug:"learning-disability-in-rasopathies",totalDownloads:3258,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Learning disabilities are relatively common conditions in pediatric population. The incidence of learning disability ranges from 1% to 17%, reflecting that learning disability may be not a single clinical entity but a wide distribution of cognitive traits in the population. As reported by the American Association on Intellectual and Developmental Disabilities (AAIDD), among the prenatal learning disability causes, chromosomal disorders, genetic syndromes, and inborn errors of metabolism must be taken into account. In this chapter, we will focus the attention on RASopathies, genetic disorders characterized by germline mutations in the RAS-MAPK pathway whose role is crucial in the regulation of the cell cycle, differentiation, growth, and cell senescence. This group of disorders includes Noonan syndrome, neurofibromatosis type 1, Costello syndrome (CS), Legius syndrome, Noonan syndrome with multiple lentigines, and cardiofaciocutaneous syndrome. Mutations in RAS-MAPK pathways lead to impairments in synaptic plasticity, necessary for normal brain function, especially for learning and memory. Variation across the RAS/MAPK pathway syndromes suggests that different gene mutations affecting this pathway can have markedly different developmental effects.",signatures:"Ilaria Maccora, Matteo Della Monica, Giovanna Traficante,\nGianpaolo De Filippo and Stefano Stagi",downloadPdfUrl:"/chapter/pdf-download/55945",previewPdfUrl:"/chapter/pdf-preview/55945",authors:[{id:"28293",title:"Dr.",name:"Stefano",surname:"Stagi",slug:"stefano-stagi",fullName:"Stefano Stagi"},{id:"183639",title:"Dr.",name:"Matteo",surname:"Della Monica",slug:"matteo-della-monica",fullName:"Matteo Della Monica"},{id:"200590",title:"Dr.",name:"Ilaria",surname:"Maccora",slug:"ilaria-maccora",fullName:"Ilaria Maccora"},{id:"204488",title:"Dr.",name:"Giovanna",surname:"Traficante",slug:"giovanna-traficante",fullName:"Giovanna Traficante"},{id:"204489",title:"Dr.",name:"Gianpaolo",surname:"De Filippo",slug:"gianpaolo-de-filippo",fullName:"Gianpaolo De Filippo"}],corrections:null},{id:"55379",title:"Developmental Dyslexia in Spain",doi:"10.5772/intechopen.69009",slug:"developmental-dyslexia-in-spain",totalDownloads:1184,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:1,abstract:"Spanish‐speaking children learn to read words written in a relatively transparent orthography. Variations in orthographic transparency may shape the manifestation of developmental dyslexia. In Spanish, as in other transparent orthographies, reading speed/fluency seems to be more evident and relevant than accuracy problems. In addition, the prevalence of dyslexia is much lower in Spanish than in less consistent or less transparent orthographies. Spanish students with developmental dyslexia have numerous lags in several cognitive (e.g., phonological awareness, rapid naming, verbal and visual‐spatial working memory, and executive functioning), academic (e.g., pseudoword reading, spelling, and vocabulary), and emotional (e.g., reading self‐concept, engagement, and reading motivation) areas. Intervention programs developed with Spanish children with dyslexia have ranged from phonological‐based programs to fluency‐based programs, with and without a computer.",signatures:"Manuel Soriano‐Ferrer and Manuel R. Morte‐Soriano",downloadPdfUrl:"/chapter/pdf-download/55379",previewPdfUrl:"/chapter/pdf-preview/55379",authors:[{id:"199542",title:"Dr.",name:"Manuel",surname:"Soriano-Ferrer",slug:"manuel-soriano-ferrer",fullName:"Manuel Soriano-Ferrer"},{id:"200649",title:"Mr.",name:"Manuel",surname:"Morte-Soriano",slug:"manuel-morte-soriano",fullName:"Manuel Morte-Soriano"}],corrections:null},{id:"55102",title:"Current Perspectives on Prevention of Reading and Writing Learning Disabilities",doi:"10.5772/intechopen.68627",slug:"current-perspectives-on-prevention-of-reading-and-writing-learning-disabilities",totalDownloads:1192,totalCrossrefCites:2,totalDimensionsCites:2,hasAltmetrics:0,abstract:"This chapter intends firstly to analyze the problem of identifying learning disabilities, from the standpoint of competing diagnostic models. The controversy between different models for identifying learning disabilities was presented, contrasting the characteristics of diagnostic models and models based on response to intervention. Second, an analysis of the main predictive factors of reading and writing was offered, using recent results from research carried out in different languages. The most often studied predictors—phonological awareness, speech perception, the alphabetic principle, rapid automatic naming, and vocabulary—were analyzed for their relationship to reading and writing. Finally, a discussion follows on the effects of certain programs that have been developed in different countries to prevent reading and writing learning disabilities. Most of these programs have been developed in the United States or Spain; they have also been implemented in other countries such as Canada, Australia, Mexico, Chile, and Israel.",signatures:"Maria-José González-Valenzuela",downloadPdfUrl:"/chapter/pdf-download/55102",previewPdfUrl:"/chapter/pdf-preview/55102",authors:[{id:"201295",title:"Dr.",name:"Maria-Jose",surname:"Gonzalez-Valenzuela",slug:"maria-jose-gonzalez-valenzuela",fullName:"Maria-Jose Gonzalez-Valenzuela"}],corrections:null},{id:"55182",title:"Multiple Intelligences and Videogames: Intervention Proposal for Learning Disabilities",doi:"10.5772/intechopen.68837",slug:"multiple-intelligences-and-videogames-intervention-proposal-for-learning-disabilities",totalDownloads:1477,totalCrossrefCites:1,totalDimensionsCites:2,hasAltmetrics:0,abstract:"In recent years, there has been much research into the possibilities offered by digital tools for intervention in learning disabilities. The most recent studies have found that these tools can have positive effects on diverse aspects of learning, such as the acquisition of reading, writing, vocabulary and mathematics, as well as improvement of executive functioning and behavioural control skills. Despite the results showing the positive effects of using digital tools for students with learning disabilities, it remains necessary to widen their use in areas such as identification, assessment and intervention as early as possible. Within the current chapter, the application of the conceptual framework of multiple intelligences to the design of educational video games is proposed to facilitate diagnosis and improve intervention success in cases of learning disability. In this regard, a proposed novel tool is presented that may be used for the evaluation and intervention for students with learning disabilities.",signatures:"Patricia García‐Redondo, Trinidad García, Debora Areces, Pablo\nGarmen and Celestino Rodríguez",downloadPdfUrl:"/chapter/pdf-download/55182",previewPdfUrl:"/chapter/pdf-preview/55182",authors:[{id:"85114",title:"Dr.",name:"Celestino",surname:"Rodríguez Pérez",slug:"celestino-rodriguez-perez",fullName:"Celestino Rodríguez Pérez"},{id:"206197",title:"Mrs.",name:"Patricia",surname:"García-Redondo",slug:"patricia-garcia-redondo",fullName:"Patricia García-Redondo"},{id:"206198",title:"Dr.",name:"Trinidad",surname:"García",slug:"trinidad-garcia",fullName:"Trinidad García"},{id:"206199",title:"Ph.D. Student",name:"Pablo",surname:"Garmen",slug:"pablo-garmen",fullName:"Pablo Garmen"},{id:"206200",title:"Mrs.",name:"Debora",surname:"Areces",slug:"debora-areces",fullName:"Debora Areces"}],corrections:null},{id:"57054",title:"Specific Learning Disabilities: Response to Intervention",doi:"10.5772/intechopen.70862",slug:"specific-learning-disabilities-response-to-intervention",totalDownloads:2159,totalCrossrefCites:2,totalDimensionsCites:3,hasAltmetrics:1,abstract:"The content included in the current chapter centers around the screening and identification of students who experience learning challenges in an educational setting in the United States of America. The specific learning challenges discussed will focus on students who may have a specific learning disability (SLD). Legislation that brought about concepts such as response to intervention (RTI) is discussed in detail. The various levels of intensity of interventions, or tiers, provided to students are explained by more than one discipline. The new regulations guiding access to special education services are based on the identification, intervention, and close monitoring of student progress. The overarching goal of RTI is to provide support to students who may be experiencing difficulty, before they experience failure by falling too far behind their peers.",signatures:"Kimberly A. Heinemann, Heather Bolanos and Jennifer S. Griffin",downloadPdfUrl:"/chapter/pdf-download/57054",previewPdfUrl:"/chapter/pdf-preview/57054",authors:[{id:"205622",title:"Mrs.",name:"Kimberly",surname:"Heinemann",slug:"kimberly-heinemann",fullName:"Kimberly Heinemann"},{id:"208681",title:"Mrs.",name:"Heather",surname:"Bolanos",slug:"heather-bolanos",fullName:"Heather Bolanos"},{id:"208691",title:"Mrs.",name:"Jennifer S.",surname:"Griffin",slug:"jennifer-s.-griffin",fullName:"Jennifer S. Griffin"}],corrections:null},{id:"57592",title:"Developing Automaticity in Children with Learning Disabilities: A Functional Perspective Part One: Theory and Assessment",doi:"10.5772/intechopen.70807",slug:"developing-automaticity-in-children-with-learning-disabilities-a-functional-perspective-part-one-the",totalDownloads:1516,totalCrossrefCites:3,totalDimensionsCites:3,hasAltmetrics:0,abstract:"The current chapter is the first of two chapters in this book to describe an instructional programme based on Luria’s theories, which can be used to develop basic skills and automaticity in reading, as well as basic skills and automaticity in writing and spelling. This chapter focuses on the theory behind the programme and then describes how assessment is used to develop an individual programme relating to both basic skill and fluency needs in reading, writing and spelling. The process is illustrated with one detailed case study, in which instructional needs identified in the assessment process are linked to particular areas of the programme. The results of this child and other case studies are then presented in the second chapter, Developing Automaticity in Children with Learning Disabilities: A Functional Perspective. Part Two: Programme Methods and Materials, in which the results of children exposed to the programme are analysed to identify key implementation variables affecting the development of reading, writing and spelling fluency.",signatures:"Charles Potter",downloadPdfUrl:"/chapter/pdf-download/57592",previewPdfUrl:"/chapter/pdf-preview/57592",authors:[{id:"93190",title:"Prof.",name:"Charles",surname:"Potter",slug:"charles-potter",fullName:"Charles Potter"}],corrections:null},{id:"57766",title:"Developing Automaticity in Children with Learning Disabilities: A Functional Perspective Part Two: Programme Methods and Materials",doi:"10.5772/intechopen.72052",slug:"developing-automaticity-in-children-with-learning-disabilities-a-functional-perspective-part-two-pro",totalDownloads:1420,totalCrossrefCites:4,totalDimensionsCites:4,hasAltmetrics:0,abstract:"This chapter is the second of two chapters in this book to describe an instructional programme based on Luria's theories, which can be used to develop basic skills and automaticity in reading, writing, and spelling. The first chapter focused on the programme's theory, and then described how assessment is used to develop an individual programme relating to both basic skill and fluency needs in reading, writing, and spelling. The process was illustrated with one detailed case study. The results of this case study (Child 1) are presented in the current chapter, together with the results of 13 children exposed to similar fluency-based interventions. The results of six children exposed to one or more systematic variations in programme implementation are then discussed. Case contrast analysis is used to highlight three variables affecting successful programme implementation, namely: consistent and regular exposure to phonological and phonic instruction to provide a foundation of basic skills on which the fluency interventions in the programme can be built; consistent implementation of methods designed to improve both reading fluency, and writing and spelling fluency, to produce the greatest likelihood of positive effects; and consistent support from parents in programme implementation to produce the greatest likelihood of positive effects.",signatures:"Charles Potter",downloadPdfUrl:"/chapter/pdf-download/57766",previewPdfUrl:"/chapter/pdf-preview/57766",authors:[{id:"93190",title:"Prof.",name:"Charles",surname:"Potter",slug:"charles-potter",fullName:"Charles Potter"}],corrections:null},{id:"56046",title:"Exploring Community Attitudes to People with Learning Disabilities: Using a Micro-Neighbourhood Design",doi:"10.5772/intechopen.69388",slug:"exploring-community-attitudes-to-people-with-learning-disabilities-using-a-micro-neighbourhood-desig",totalDownloads:1600,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"People with learning disabilities living in the community strive for meaningful social inclusion and integration. The attitudes of society to such individuals living in communities continues to be the catalyst that will enable them to achieve genuine social inclusion and integration. Identified barriers to social inclusion are a lack of change in societal attitudes towards people with learning disabilities. People with learning disabilities should live in a socially, not just functionally, integrated manner in community settings. Hence, attitudes of the community are extremely influential in achieving social integration and inclusion. It is important therefore to plan how best to capture attitudes in fact. An exemplar of a completed comparative study in Ireland, which used a micro-neighbourhood design combined with a random survey, illustrates how attitudes can be researched effectively. Study findings show that while attitudes were generally positive towards people with learning disabilities, there was no evidence of social integration, only functional integration. These findings reflect the challenges of achieving authentic social inclusion and integration and warrant further exploration by government agencies and service providers for people with learning disabilities. The study design outlined can contribute to gaining a true insight of societal attitudes.",signatures:"Margaret Denny, Suzanne Denieffe and Majda Pajnkihar",downloadPdfUrl:"/chapter/pdf-download/56046",previewPdfUrl:"/chapter/pdf-preview/56046",authors:[{id:"106064",title:"Dr.",name:"Majda",surname:"Pajnkihar",slug:"majda-pajnkihar",fullName:"Majda Pajnkihar"},{id:"195974",title:"Dr.",name:"Marget",surname:"Denny",slug:"marget-denny",fullName:"Marget Denny"},{id:"198057",title:"Dr.",name:"Suzanne",surname:"Denieffe",slug:"suzanne-denieffe",fullName:"Suzanne Denieffe"}],corrections:null}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},subseries:null,tags:null},relatedBooks:[{type:"book",id:"715",title:"Learning Disabilities",subtitle:null,isOpenForSubmission:!1,hash:"7cf7910a2068cff1fdcdfd5ed3c25cc7",slug:"learning-disabilities",bookSignature:"Wichian Sittiprapaporn",coverURL:"https://cdn.intechopen.com/books/images_new/715.jpg",editedByType:"Edited by",editors:[{id:"73395",title:"Dr.",name:"Phakkharawat",surname:"Sittiprapaporn",slug:"phakkharawat-sittiprapaporn",fullName:"Phakkharawat Sittiprapaporn"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10910",title:"Learning Disabilities",subtitle:"Neurobiology, Assessment, Clinical Features and Treatments",isOpenForSubmission:!1,hash:"0999e5f759c2380ae5a4a2ee0835c98d",slug:"learning-disabilities-neurobiology-assessment-clinical-features-and-treatments",bookSignature:"Sandro Misciagna",coverURL:"https://cdn.intechopen.com/books/images_new/10910.jpg",editedByType:"Edited by",editors:[{id:"103586",title:null,name:"Sandro",surname:"Misciagna",slug:"sandro-misciagna",fullName:"Sandro Misciagna"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10228",title:"Dyslexia",subtitle:null,isOpenForSubmission:!1,hash:"6b4060d23ac02fcb4a11313ec1c911c6",slug:"dyslexia",bookSignature:"Jonathan Glazzard and Samuel Stones",coverURL:"https://cdn.intechopen.com/books/images_new/10228.jpg",editedByType:"Edited by",editors:[{id:"294281",title:"Prof.",name:"Jonathan",surname:"Glazzard",slug:"jonathan-glazzard",fullName:"Jonathan Glazzard"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1591",title:"Infrared Spectroscopy",subtitle:"Materials Science, Engineering and Technology",isOpenForSubmission:!1,hash:"99b4b7b71a8caeb693ed762b40b017f4",slug:"infrared-spectroscopy-materials-science-engineering-and-technology",bookSignature:"Theophile Theophanides",coverURL:"https://cdn.intechopen.com/books/images_new/1591.jpg",editedByType:"Edited by",editors:[{id:"37194",title:"Dr.",name:"Theophile",surname:"Theophanides",slug:"theophile-theophanides",fullName:"Theophile Theophanides"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3161",title:"Frontiers in Guided Wave Optics and Optoelectronics",subtitle:null,isOpenForSubmission:!1,hash:"deb44e9c99f82bbce1083abea743146c",slug:"frontiers-in-guided-wave-optics-and-optoelectronics",bookSignature:"Bishnu Pal",coverURL:"https://cdn.intechopen.com/books/images_new/3161.jpg",editedByType:"Edited by",editors:[{id:"4782",title:"Prof.",name:"Bishnu",surname:"Pal",slug:"bishnu-pal",fullName:"Bishnu Pal"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"371",title:"Abiotic Stress in Plants",subtitle:"Mechanisms and Adaptations",isOpenForSubmission:!1,hash:"588466f487e307619849d72389178a74",slug:"abiotic-stress-in-plants-mechanisms-and-adaptations",bookSignature:"Arun Shanker and B. Venkateswarlu",coverURL:"https://cdn.intechopen.com/books/images_new/371.jpg",editedByType:"Edited by",editors:[{id:"58592",title:"Dr.",name:"Arun",surname:"Shanker",slug:"arun-shanker",fullName:"Arun Shanker"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3092",title:"Anopheles mosquitoes",subtitle:"New insights into malaria vectors",isOpenForSubmission:!1,hash:"c9e622485316d5e296288bf24d2b0d64",slug:"anopheles-mosquitoes-new-insights-into-malaria-vectors",bookSignature:"Sylvie Manguin",coverURL:"https://cdn.intechopen.com/books/images_new/3092.jpg",editedByType:"Edited by",editors:[{id:"50017",title:"Prof.",name:"Sylvie",surname:"Manguin",slug:"sylvie-manguin",fullName:"Sylvie Manguin"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"72",title:"Ionic Liquids",subtitle:"Theory, Properties, New Approaches",isOpenForSubmission:!1,hash:"d94ffa3cfa10505e3b1d676d46fcd3f5",slug:"ionic-liquids-theory-properties-new-approaches",bookSignature:"Alexander Kokorin",coverURL:"https://cdn.intechopen.com/books/images_new/72.jpg",editedByType:"Edited by",editors:[{id:"19816",title:"Prof.",name:"Alexander",surname:"Kokorin",slug:"alexander-kokorin",fullName:"Alexander Kokorin"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"2270",title:"Fourier Transform",subtitle:"Materials Analysis",isOpenForSubmission:!1,hash:"5e094b066da527193e878e160b4772af",slug:"fourier-transform-materials-analysis",bookSignature:"Salih Mohammed Salih",coverURL:"https://cdn.intechopen.com/books/images_new/2270.jpg",editedByType:"Edited by",editors:[{id:"111691",title:"Dr.Ing.",name:"Salih",surname:"Salih",slug:"salih-salih",fullName:"Salih Salih"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"117",title:"Artificial Neural Networks",subtitle:"Methodological Advances and Biomedical Applications",isOpenForSubmission:!1,hash:null,slug:"artificial-neural-networks-methodological-advances-and-biomedical-applications",bookSignature:"Kenji Suzuki",coverURL:"https://cdn.intechopen.com/books/images_new/117.jpg",editedByType:"Edited by",editors:[{id:"3095",title:"Prof.",name:"Kenji",surname:"Suzuki",slug:"kenji-suzuki",fullName:"Kenji Suzuki"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],ofsBooks:[]},correction:{item:{id:"79356",slug:"corrigendum-to-denim-fabrics-woven-with-dual-core-spun-yarns",title:"Corrigendum to: Denim Fabrics Woven with Dual Core-Spun Yarns",doi:null,correctionPDFUrl:"https://cdn.intechopen.com/pdfs/66301.pdf",downloadPdfUrl:"/chapter/pdf-download/66301",previewPdfUrl:"/chapter/pdf-preview/66301",totalDownloads:null,totalCrossrefCites:null,bibtexUrl:"/chapter/bibtex/66301",risUrl:"/chapter/ris/66301",chapter:{id:"63209",slug:"denim-fabrics-woven-with-dual-core-spun-yarns",signatures:"Osman Babaarslan, Esin Sarioğlu, Halil İbrahim Çelik and Münevver\nArtek Avci",dateSubmitted:"February 5th 2018",dateReviewed:"July 12th 2018",datePrePublished:"November 5th 2018",datePublished:"February 13th 2019",book:{id:"7242",title:"Engineered Fabrics",subtitle:null,fullTitle:"Engineered Fabrics",slug:"engineered-fabrics",publishedDate:"February 13th 2019",bookSignature:"Mukesh Kumar Singh",coverURL:"https://cdn.intechopen.com/books/images_new/7242.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"36895",title:"Dr.",name:"Mukesh Kumar",middleName:null,surname:"Singh",slug:"mukesh-kumar-singh",fullName:"Mukesh Kumar Singh"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}},authors:[{id:"119775",title:"Prof.",name:"Osman",middleName:null,surname:"Babaarslan",fullName:"Osman Babaarslan",slug:"osman-babaarslan",email:"teksob@cu.edu.tr",position:null,institution:{name:"Cukurova University",institutionURL:null,country:{name:"Turkey"}}},{id:"178353",title:"Dr.",name:"Halil",middleName:"İbrahim",surname:"Çelik",fullName:"Halil Çelik",slug:"halil-celik",email:"hcelik@gantep.edu.tr",position:null,institution:{name:"Gaziantep University",institutionURL:null,country:{name:"Turkey"}}},{id:"216179",title:"Dr.",name:"Esin",middleName:null,surname:"Sarıoğlu",fullName:"Esin Sarıoğlu",slug:"esin-sarioglu",email:"sarioglu@gantep.edu.tr",position:null,institution:{name:"Gaziantep University",institutionURL:null,country:{name:"Turkey"}}},{id:"245674",title:"Mrs.",name:"Münevver",middleName:null,surname:"Ertek Avci",fullName:"Münevver Ertek Avci",slug:"munevver-ertek-avci",email:"Munevver.ErtekAvci@calikdenim.com",position:null,institution:null}]}},chapter:{id:"63209",slug:"denim-fabrics-woven-with-dual-core-spun-yarns",signatures:"Osman Babaarslan, Esin Sarioğlu, Halil İbrahim Çelik and Münevver\nArtek Avci",dateSubmitted:"February 5th 2018",dateReviewed:"July 12th 2018",datePrePublished:"November 5th 2018",datePublished:"February 13th 2019",book:{id:"7242",title:"Engineered Fabrics",subtitle:null,fullTitle:"Engineered Fabrics",slug:"engineered-fabrics",publishedDate:"February 13th 2019",bookSignature:"Mukesh Kumar Singh",coverURL:"https://cdn.intechopen.com/books/images_new/7242.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"36895",title:"Dr.",name:"Mukesh Kumar",middleName:null,surname:"Singh",slug:"mukesh-kumar-singh",fullName:"Mukesh Kumar Singh"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}},authors:[{id:"119775",title:"Prof.",name:"Osman",middleName:null,surname:"Babaarslan",fullName:"Osman Babaarslan",slug:"osman-babaarslan",email:"teksob@cu.edu.tr",position:null,institution:{name:"Cukurova University",institutionURL:null,country:{name:"Turkey"}}},{id:"178353",title:"Dr.",name:"Halil",middleName:"İbrahim",surname:"Çelik",fullName:"Halil Çelik",slug:"halil-celik",email:"hcelik@gantep.edu.tr",position:null,institution:{name:"Gaziantep University",institutionURL:null,country:{name:"Turkey"}}},{id:"216179",title:"Dr.",name:"Esin",middleName:null,surname:"Sarıoğlu",fullName:"Esin Sarıoğlu",slug:"esin-sarioglu",email:"sarioglu@gantep.edu.tr",position:null,institution:{name:"Gaziantep University",institutionURL:null,country:{name:"Turkey"}}},{id:"245674",title:"Mrs.",name:"Münevver",middleName:null,surname:"Ertek Avci",fullName:"Münevver Ertek Avci",slug:"munevver-ertek-avci",email:"Munevver.ErtekAvci@calikdenim.com",position:null,institution:null}]},book:{id:"7242",title:"Engineered Fabrics",subtitle:null,fullTitle:"Engineered Fabrics",slug:"engineered-fabrics",publishedDate:"February 13th 2019",bookSignature:"Mukesh Kumar Singh",coverURL:"https://cdn.intechopen.com/books/images_new/7242.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"36895",title:"Dr.",name:"Mukesh Kumar",middleName:null,surname:"Singh",slug:"mukesh-kumar-singh",fullName:"Mukesh Kumar Singh"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}}},ofsBook:{item:{type:"book",id:"11855",leadTitle:null,title:"Diabetic Foot - Recent Advances",subtitle:null,reviewType:"peer-reviewed",abstract:"
\r\n\tThis book discusses the important features of diabetic foot ulcers (DFUs), including an investigation of its pathogenesis and pathophysiology, along with the molecular mechanisms and biomechanics of the DFUs. It also investigated the epidemiological, genetic, and molecular mechanisms of DFUs and also highlight their applications in clinical practice along with associated risk factors in the progression of DFUs. The book will explore the role of cytokines, epigenetics, and microRNAs that will assist in the treatment of diabetic foot ulcers It also highlights the need for newer horizons of nanotechnology in the management of DFUs. Exploring the current clinical management of DFUs along with the latest developments, future directions, and potential new treatments in the domain of nanotechnology using extracellular vesicles, stem cells, nanorods, genetic therapies, and quantum dots to prevent diabetic foot complications The book is a valuable resource for clinicians, researchers, and medical graduates but will also appeal to basic scientists working in the field.
",isbn:"978-1-83880-815-0",printIsbn:"978-1-83880-814-3",pdfIsbn:"978-1-83880-816-7",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!0,isSalesforceBook:!1,isNomenclature:!1,hash:"9803b17d7d00c8eab822a0ab53d209b0",bookSignature:"Dr. Alok Raghav",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/11855.jpg",keywords:"Epidemiology, Risk Factors, Prevalence, Wound Healing, Diabetes Mellitus, Hyperglycemia, Nanorods, Quantum Dots, Nanomedicine, Pharmacological, Drugs, Antibiotics",numberOfDownloads:25,numberOfWosCitations:0,numberOfCrossrefCitations:0,numberOfDimensionsCitations:0,numberOfTotalCitations:0,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"April 13th 2022",dateEndSecondStepPublish:"June 21st 2022",dateEndThirdStepPublish:"August 20th 2022",dateEndFourthStepPublish:"November 8th 2022",dateEndFifthStepPublish:"January 7th 2023",dateConfirmationOfParticipation:null,remainingDaysToSecondStep:"2 months",secondStepPassed:!0,areRegistrationsClosed:!1,currentStepOfPublishingProcess:4,editedByType:null,kuFlag:!1,biosketch:"A frontier researcher in endocrinology, team leader position of Multidisciplinary research unit, GSVM Medical College, and holder of one registered patent. He is also an associate editor and editor for several peer-reviewed journals. Dr. Raghav has received several international and national awards and is serving as associate editor in frontiers in endocrinology, frontiers in public health, and academic editor in PLOS One.",coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"334465",title:"Dr.",name:"Alok",middleName:null,surname:"Raghav",slug:"alok-raghav",fullName:"Alok Raghav",profilePictureURL:"https://mts.intechopen.com/storage/users/334465/images/system/334465.jpg",biography:"Dr. Alok Raghav pursued his doctoral degree in Endocrinology from Rajiv Gandhi Centre for Diabetes and Endocrinology, J.N Medical College, Faculty of Medicine, Aligarh Muslim University, Aligarh, India. He worked as a project scientist at the Indian Institute of Technology Kanpur, India. He has more than ten years of research experience in the field of glycobiology and diabetes mellitus. He is currently a Scientist C at the Multidisciplinary Research Unit (sponsored by Department of Health Research, Ministry of Health and Family Welfare, New Delhi), GSVM Medical College Kanpur, India. He is also an associate editor and editor for several peer-reviewed journals. Dr. Raghav has received several international and national awards. He is also serving associate editor in frontiers in endocrinology, frontiers in public health and academic editor in PLOS One.",institutionString:null,position:null,outsideEditionCount:null,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"1",institution:null}],coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"16",title:"Medicine",slug:"medicine"}],chapters:[{id:"83052",title:"Macrophages as a Target for Treating Diabetic Foot Ulcers",slug:"macrophages-as-a-target-for-treating-diabetic-foot-ulcers",totalDownloads:4,totalCrossrefCites:0,authors:[null]},{id:"83038",title:"Detection of Diabetic Foot Using Statistical Features",slug:"detection-of-diabetic-foot-using-statistical-features",totalDownloads:6,totalCrossrefCites:0,authors:[null]},{id:"82724",title:"Tendon Balancing for Diabetic Foot Ulcers, Foot Pain and Charcot Foot",slug:"tendon-balancing-for-diabetic-foot-ulcers-foot-pain-and-charcot-foot",totalDownloads:15,totalCrossrefCites:0,authors:[null]}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},personalPublishingAssistant:{id:"185543",firstName:"Maja",lastName:"Bozicevic",middleName:null,title:"Mrs.",imageUrl:"https://mts.intechopen.com/storage/users/185543/images/4748_n.jpeg",email:"maja.b@intechopen.com",biography:"As an Author Service Manager my responsibilities include monitoring and facilitating all publishing activities for authors and editors. From chapter submission and review, to approval and revision, copyediting and design, until final publication, I work closely with authors and editors to ensure a simple and easy publishing process. I maintain constant and effective communication with authors, editors and reviewers, which allows for a level of personal support that enables contributors to fully commit and concentrate on the chapters they are writing, editing, or reviewing. I assist authors in the preparation of their full chapter submissions and track important deadlines and ensure they are met. I help to coordinate internal processes such as linguistic review, and monitor the technical aspects of the process. As an ASM I am also involved in the acquisition of editors. Whether that be identifying an exceptional author and proposing an editorship collaboration, or contacting researchers who would like the opportunity to work with IntechOpen, I establish and help manage author and editor acquisition and contact."}},relatedBooks:[{type:"book",id:"10219",title:"Fundamentals of Glycosylation",subtitle:null,isOpenForSubmission:!1,hash:"f1f82214d3d5460d3b52c4d8e87e3858",slug:"fundamentals-of-glycosylation",bookSignature:"Alok Raghav and Jamal Ahmad",coverURL:"https://cdn.intechopen.com/books/images_new/10219.jpg",editedByType:"Edited by",editors:[{id:"334465",title:"Dr.",name:"Alok",surname:"Raghav",slug:"alok-raghav",fullName:"Alok Raghav"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"6550",title:"Cohort Studies in Health Sciences",subtitle:null,isOpenForSubmission:!1,hash:"01df5aba4fff1a84b37a2fdafa809660",slug:"cohort-studies-in-health-sciences",bookSignature:"R. Mauricio Barría",coverURL:"https://cdn.intechopen.com/books/images_new/6550.jpg",editedByType:"Edited by",editors:[{id:"88861",title:"Dr.",name:"R. Mauricio",surname:"Barría",slug:"r.-mauricio-barria",fullName:"R. Mauricio Barría"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9500",title:"Recent Advances in Bone Tumours and Osteoarthritis",subtitle:null,isOpenForSubmission:!1,hash:"ea4ec0d6ee01b88e264178886e3210ed",slug:"recent-advances-in-bone-tumours-and-osteoarthritis",bookSignature:"Hiran Amarasekera",coverURL:"https://cdn.intechopen.com/books/images_new/9500.jpg",editedByType:"Edited by",editors:[{id:"67634",title:"Dr.",name:"Hiran",surname:"Amarasekera",slug:"hiran-amarasekera",fullName:"Hiran Amarasekera"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1591",title:"Infrared Spectroscopy",subtitle:"Materials Science, Engineering and Technology",isOpenForSubmission:!1,hash:"99b4b7b71a8caeb693ed762b40b017f4",slug:"infrared-spectroscopy-materials-science-engineering-and-technology",bookSignature:"Theophile Theophanides",coverURL:"https://cdn.intechopen.com/books/images_new/1591.jpg",editedByType:"Edited by",editors:[{id:"37194",title:"Dr.",name:"Theophile",surname:"Theophanides",slug:"theophile-theophanides",fullName:"Theophile Theophanides"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3161",title:"Frontiers in Guided Wave Optics and Optoelectronics",subtitle:null,isOpenForSubmission:!1,hash:"deb44e9c99f82bbce1083abea743146c",slug:"frontiers-in-guided-wave-optics-and-optoelectronics",bookSignature:"Bishnu Pal",coverURL:"https://cdn.intechopen.com/books/images_new/3161.jpg",editedByType:"Edited by",editors:[{id:"4782",title:"Prof.",name:"Bishnu",surname:"Pal",slug:"bishnu-pal",fullName:"Bishnu Pal"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"371",title:"Abiotic Stress in Plants",subtitle:"Mechanisms and Adaptations",isOpenForSubmission:!1,hash:"588466f487e307619849d72389178a74",slug:"abiotic-stress-in-plants-mechanisms-and-adaptations",bookSignature:"Arun Shanker and B. Venkateswarlu",coverURL:"https://cdn.intechopen.com/books/images_new/371.jpg",editedByType:"Edited by",editors:[{id:"58592",title:"Dr.",name:"Arun",surname:"Shanker",slug:"arun-shanker",fullName:"Arun Shanker"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3092",title:"Anopheles mosquitoes",subtitle:"New insights into malaria vectors",isOpenForSubmission:!1,hash:"c9e622485316d5e296288bf24d2b0d64",slug:"anopheles-mosquitoes-new-insights-into-malaria-vectors",bookSignature:"Sylvie Manguin",coverURL:"https://cdn.intechopen.com/books/images_new/3092.jpg",editedByType:"Edited by",editors:[{id:"50017",title:"Prof.",name:"Sylvie",surname:"Manguin",slug:"sylvie-manguin",fullName:"Sylvie Manguin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"72",title:"Ionic Liquids",subtitle:"Theory, Properties, New Approaches",isOpenForSubmission:!1,hash:"d94ffa3cfa10505e3b1d676d46fcd3f5",slug:"ionic-liquids-theory-properties-new-approaches",bookSignature:"Alexander Kokorin",coverURL:"https://cdn.intechopen.com/books/images_new/72.jpg",editedByType:"Edited by",editors:[{id:"19816",title:"Prof.",name:"Alexander",surname:"Kokorin",slug:"alexander-kokorin",fullName:"Alexander Kokorin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"2270",title:"Fourier Transform",subtitle:"Materials Analysis",isOpenForSubmission:!1,hash:"5e094b066da527193e878e160b4772af",slug:"fourier-transform-materials-analysis",bookSignature:"Salih Mohammed Salih",coverURL:"https://cdn.intechopen.com/books/images_new/2270.jpg",editedByType:"Edited by",editors:[{id:"111691",title:"Dr.Ing.",name:"Salih",surname:"Salih",slug:"salih-salih",fullName:"Salih Salih"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"117",title:"Artificial Neural Networks",subtitle:"Methodological Advances and Biomedical Applications",isOpenForSubmission:!1,hash:null,slug:"artificial-neural-networks-methodological-advances-and-biomedical-applications",bookSignature:"Kenji Suzuki",coverURL:"https://cdn.intechopen.com/books/images_new/117.jpg",editedByType:"Edited by",editors:[{id:"3095",title:"Prof.",name:"Kenji",surname:"Suzuki",slug:"kenji-suzuki",fullName:"Kenji Suzuki"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},chapter:{item:{type:"chapter",id:"39346",title:"Convolution Kernel for Fast CPU/GPU Computation of 2D/3D Isotropic Gradients on a Square/Cubic Lattice",doi:"10.5772/46455",slug:"convolution-kernel-for-fast-cpu-gpu-computation-of-2d-3d-isotropic-gradients-on-a-square-cubic-latti",body:'
1. Introduction
The design of discrete operators or filters for the calculation of gradients is a classical topic in scientific computing. Typical applications are gradient reconstruction in computational fluid dynamics, edge detection in computer graphics and biomedical imaging, and phase boundary definition in the modeling of multiphase flows.
Edge detection, which is widely performed in image analysis, is an operation that requires gradient calculation. Commonly used edge detection methods are Canny, Prewitt, Roberts and Sobel, which can be found in MATLAB’s platform. In this field, edge detection techniques rely on the application of convolution masks to provide a filter or kernel to calculate gradients in two perpendicular directions. A threshold is then applied to obtain an edge shape.
For multiphase flows, an edge or contour corresponds to the interface between the fluids. In this respect, traditional gradient calculation methods based on 1D edge detection are not necessarily suited for the underlying physics, because there is no direction in which the gradients of the phase contours tend to evolve over time. As a result, definition of the geometric progress of the interface requires many gradient estimation computations, as is the case in moving and deforming bubbles or droplets, for example. Although it can still be a viable tool, it is clear that the 1D-based method is becoming less useful for simulating these phenomena, which are not, in general, biased toward any particular direction.
To address this issue, we present an efficient computational method for obtaining discrete isotropic gradients that was previously applied to simulate two-phase flows within the lattice Boltzman framework [1, 2]. This "omnidirectional" approach makes it possible to improve the limitations inherent in handling high density ratios between the phases and to significantly reduce spurious currents at the interface. The method is based on a filter which is generally not split along any direction, and there is no need to make the assumption of a continuous filter to reach isotropy, as done by [3]. We also believe that optimal or maximal isotropy can only be reached with a discrete filter when the error terms of Taylor’s series expansion are isotropic, as explained in detail by [1, 2].
Below, we describe isotropic and anisotropic discretizations that will and will not conserve the isotropic property of the differentiated function respectively. This is followed by a description of how convolution can be used to reduce computer time in the gradient calculation. We then present details of the MATLAB implementation of these ideas, along with speedup comparisons of convolution performed on a single core of an Intel® Core i7-970 processor and on an Nvidia® GeForce GTX 580 GPU using the Jacket plugin for MATLAB developed by AccelerEyes®. The GPU with the Jacket plugin for MATLAB speeds up gradient computation by a factor of up to 138x in the more challenging case. Our study ends with an example of multiphase flow simulation conducted using the lattice Boltzmann method. Finally, we provide useful stencils and weights (or kernels) to yield isotropic gradients in two and three dimensions.
2. Gradient discretization
Let us define the real scalar functionF(x,y)∈R. There are various methods for calculating the derivative of a function, and one way of doing so is to apply a finite difference approximation. If both the horizontal and vertical lattice spacings are hin length, a simple procedure for evaluating the gradient of this function is as follows:
∂F∂x≈16h2∑iF(x+cix,y+ciy)cixE1
\n\t\t\t
∂F∂y≈16h2∑iF(x+cix,y+ciy)ciyE2
\n\t\t\t
with
cx=[0,h,h,h,0,-h,-h,-h]E3
\n\t\t\t
cy=[h,h,0,-h,-h,-h,0,h]E4
\n\t\t\t
This finite difference discretization is very similar to Prewitt’s operator/kernel [4], which is used in image processing. Note that h=1in this field, and that the application of Prewitt’s operator results in a vector that points in the same direction as the finite difference gradient, but with a norm 6 times larger. The application of Prewitt’s operator to an image can be computed very quickly using a convolution product. We address the topic of convolution product later in section (3), but first, let us analyze the isotropy property of the previous gradient discretization.
2.1. Anisotropic discretization
As in Ref. [2] and without loss of generality, the function Fis expressed using a 2D Taylor series expansion around the zero vector:
To calculate the gradient in the xdirection, the following stencil values can be taken:F(h,h), F(h,0), F(h,-h), F(-h,-h), F(-h,0), andF(-h,h). When these stencil values are combined, as in the case of the gradient approximation in Eqs. (1) and (2), an exact expression for the gradient in the xdirection at (0,0) is obtained:
In the gradients of Eqs. (5) and (6), the leading O(h2)differential operator of the error term can be written in vector form:
E→(2)=-h26[∂3∂x3+2∂3∂x2∂y,∂3∂y3+2∂3∂x∂y2]E11
\n\t\t\t\t
Using the following transformation from a Cartesian to a polar partial derivative operator:
∂∂x=cos(θ)∂∂r-1rsin(θ)∂∂θE12
\n\t\t\t\t
∂∂y=sin(θ)∂∂r+1rcos(θ)∂∂θE13
\n\t\t\t\t
And, by supposing that F=F(r)is rotationally invariant, it is possible to show (after a lengthy algebraic manipulation) that the vector that results when the differential operator E→(2) is applied to F(r)will have a Euclidean norm that is a function of θandr, except if F(r)is a constant. This result, that is, the norm||E→(2)F(r)||≡f(r,θ), is an equation that takes up almost a page, and so is not presented here. Let us note, however, that this expression can easily be obtained using symbolic mathematics software. For a vector function to be rotationally invariant, it must have an Euclidean norm that is a function of the radius only. Therefore, this gradient approximation is not isotropic to the second order in space, but anisotropic. It is worth noting that the calculated derivatives have a leading error term that is not isotropic, even if the function Fis isotropic, i.e. F=F(r)around (0,0). This means that the discrete gradient will not conserve the isotropic property of the differentiated function when the gradient is approximated with this finite difference stencil.
2.2. Isotropic discretization
Taking into consideration the previous anisotropy problem, it is possible to change the weights of the grid points when computing the gradients to make them isotropic, up to the second order in space, by defining gradients in the xand ydirections, as follows:
If a gradient has a small dependence on direction, this would imply that the dominant error term has only an axial dependence when the function being derived also only depends on the radius. That is, the operator in Eq. (12) applied on F(r)would lead to a function that depends only on the radius:
E→(2)F(r)≡e→rf(r)E17
\n\t\t\t\t
with e→r=[cos(θ),sin(θ)] being the unit radial vector. Using the partial derivative operator transformation of Eqs. (8) and (9), and supposing that F=F(r)around (0,0), the components Ex(2)F(r) and Ey(2)F(r) are:
which can be rewritten in the same form as Eq. (13). Similarly, the first differential operator of the fourth order error term in Eqs. (10) and (11) takes the form:
which again meets the rotational invariance requirement, and can be rewritten in the same form as given in Eq. (13). The last differential error operator of the fourth order error term in Eqs. (10) and (11) is:
E→ani(4)=-h4180[∂5∂x5,∂5∂y5]E23
\n\t\t\t\t
and can be shown to be anisotropic (i.e. fin Eq. 13 would also be a function ofθ). Therefore, the error associated with the anisotropy is lower by two orders when compared to the main second order leading term. It is important to point out that both gradient approximations presented so far are second order approximations in space, but only the latter is a second order approximation in space for the isotropy.
In this work, we only consider the gradient approximation of scalar functions over a square or cubic lattice of unit spacing, so we need to take h=1from now on. In a more general way, the stencil points with the corresponding weights needed to obtain 2D and 3D isotropic gradients was generalized by [1].
3. Convolution
Here, we present the mathematical and computational aspects of convolution. As finite difference discretization and edge detection kernels are very similar, let us return to the mathematical foundations of these techniques. We often give examples involving 2D images, but we could give the same examples and talk about 2D discrete functions. We don’t know the exact coding in the MATLAB and Jacket libraries, as they are under license, but we do have a general idea about function algorithms, which is given in the next section.
3.1. Frequential and spatial filtering
The convolution product of two functions f(x)andg(x), defined by Eq. (20), calculates an average function by sliding g all over f. In common language, we say that the function g(x)acts as a filter of the functionf(x).
(f*g)(x)=∫-∞∞f(x)g(x-s)dsE24
\n\t\t\t\t
If Eq. (20) defines the convolution of two functions in the space domain, it is also equivalent to the point wise product of these functions in the frequency domain. In mathematics, the convolution theorem for Fourier transforms [5, chap. 4] is formalized by the following equation, where Fcorresponds to the Fourier transform applied on a function:
F{f*g}=F{f}-F{g}E25
\n\t\t\t\t
The Fourier transform of a function generates the frequency spectrum of a function. This representation can easily be extended to two dimensions, which is more suitable to image or spatial analysis if the image is a function of two spatial variables. In our case, the output of the Fourier transform will generate a 2D function in the frequency domain from the 2D spatial domain. High frequencies will correspond to information varying rapidly in the original function, while low frequencies correspond to slow variations.
By applying the inverse Fourier Transform to both sides of Eq. (21), we obtain a method for calculating the convolution of two functions:
f*g=F-1{F{f}-F{g}}E26
\n\t\t\t\t
Therefore, there are two possible ways of convoluting two functions: the Fourier transform pipeline in three steps (Fourier transform, frequency spectrum filtering, and Fourier inverse transform), or the application of a stencil in the spatial domain. Indeed, edge detection kernels acts as high pass filters, accentuating high frequency contributions to the image or to the 2D function in the form of edges and details.
3.2. Discrete circular convolution
Knowing that the properties of the Fourier transform also work for a sampled signal, we present the definition of the 2D discrete Fourier transform (2D DFT), where M and N represent the number of samples in each dimension, x and y are the discrete spatial variables, and u and v are the transform or frequency variables:
F{u,v}=1MN∑x=0N-1∑y=0M-1f(x,y)e-2πj(uxN+vyM)E27
\n\t\t\t\t
In addition to having the same properties as the continuous Fourier transform, which are outside the scope of this presentation and can be found in [6], there are two more in 2D DFT that are important: periodicity and separability. Since the discrete signal is sampled from the finite length sequences, its frequency spectrum will be periodic. In the spatial domain, this property allows us to slide the filter from one frontier to the opposite one, and then start again at the frontier where we began. Moreover, its Fourier transform is separable. The 2D DFT can be processed in two steps: applying 1D DFT on the lines, and then applying 1D DFT on the resulting columns. In the spatial domain, a 2D filter represented by K1-by-K2 matrix is separable if it can be obtained by the outer product of two vectors of size K1 andK2, knowing that DFT separability does not imply that the matrix kernel is always separable.
As an example, let us take kernelX, the 2D separable kernel in section (4.2):
1630-3⊗16141=13630-3141=11213112000-112-13-112E28
\n\t\t\t\t
We can easily deduce the main functionality of the 2D kernel, the gradient component in x that approximates the derivative in x, by calculating the difference between the first and third rows in the neighborhood of a point, instead of the first and third columns, because of the rotation of our axis system. The separated 1D filters give us further information about the kernel function: a smoothing mask is applied on the differentiating mask, in order to reduce noise that could be exaggerated by the first filter.
Now, to explain how to apply a circular convolution mask in the spatial domain, we go back to the definition of convolution for discrete functions, presented in 2D and 3D in Eqs. (25) and (26) respectively, where A is the image and B is the mask. Processing a convolution filter consists of computing the scalar product of the filter weights with the input values within a window of the filter dimensions surrounding each of the output values, after flipping the mask in each dimension, as described in [7, chap. 4].
(A*B)(x,y)=∑i∑jA(i,j)B(x-i,y-j)E29
\n\t\t\t\t
(A*B)(x,y,z)=∑i∑j∑kA(i,j,k)B(x-i,y-j,z-k)E30
\n\t\t\t\t
In circular convolution, the equation is slightly modified to model periodic shifting. Here we consider a square image N by N:
(A#B)(x,y)=∑i∑jA(i,j)B[(x-i)modN,(y-j)modN]E31
\n\t\t\t\t
The values on the image we see in the window of the K-by-K filter are distributed on a periodic surface. The 2D filter is rolled up in the opposite direction and will turn in a clockwise direction. For each output value, the stencil is lined up on the input values, the scalar product is applied, and then the stencil rotates to shift to the next position to compute. Therefore, in the spatial domain, an N-by-N image convoluted with a K-by-K filter requires N2K2 multiplications and nearly N2K2 additions. The K2 multiplications or additions can be reduced to 2K if the filter is separable, resulting in a total complexity of O(N2K)for spatial convolution with a separable filter.
In the frequency domain, the 2D discrete Fourier transform and its inverse are computed using the divide-and-conquer algorithm of the Fast Fourier Transform (FFT and IFFT), which reduces the complexity from N3 multiplications and N3 additions to 2N2log2(N) operations. The same order of complexity is required to compute the FFT of the K-by-K filter:2K2log2(K). To those computational complexities, the product cost of two complex numbers, which is six operations, has to be added N2 times. In the frequency domain, the resulting computational complexity of convoluting an N-by-N image by a K-by-K filter would equal2N2log2(N)+K2log2(K)+6N2, or O(N2log2(N))ifN∦K. Furthermore, the separability property could be used to implement a 2D FFT by the application of 1D FFT along each direction, in turn, with a global transpose between each of the 1D transform, which computationnal complexity isO(Nlog2(N)). To decide whether to use the FFT algorithm or spatial convolution, the two complexity functions should be compared to verify that convolution in the spatial domain performs better than FFT for small kernels only.
4. MATLAB
In this section, we present a systematic method that can be applied in MATLAB to calculate the gradient of scalar functions on a square lattice, or in 2D, which is simply the gradient of the images. The 3D case is a straightforward extension of the 2D case. First, let us define a function with which it is possible to test the gradient discretization previously defined in section (2.2):
F(x,y)=Ne-30((xN-12)2+(yN-12)2)E32
\n\t\t\t
For the purpose of this test and for simplicity, we consider only a square image Nin width. The exponential function is multiplied by Nto make sure that the scaling ratio of the function F is always the same, whatever the value ofN. In MATLAB m-code, this function can be defined as:
Figure 1.
Characteristics of the functionF(x,y).
Figures 1(a) and 1(b) show the surface shape and contour of this function.
4.1. Naive computation of the gradient
When the gradient of a function needs to be computed, it may be tempting to apply Eqs. (10) and (11) directly. This is quite a simple approach, and in MATLAB can be applied as follows:
However, this is rather a naive and slow implementation for MATLAB. It is far more efficient to evaluate the gradient by using a convolution product, as presented in section (4.2).
4.2. Techniques for calculating the gradient with convolution
Instead of calculating the gradient as previously shown, the use of a convolution product between the functions to differentiate them, and a kernel representing the weights and stencils of the finite difference approximation is more beneficial. For the isotropic discretization of Eqs. (10) and (11), this computation can be performed in MATLAB as follows:
A useful list of 2D and 3D kernels for calculating isotropic gradients is available in sections (6.1) and (6.2).
4.3. Separable kernel
Sometimes the kernel is separable, which means that, instead of applying an nD convolution, we can apply an 1D convolution ntimes to obtain the same result with much less computational effort. The previous kernel for computing a 2D isotropic gradient with only the nearest neighbors is, fortunately, separable, and in MATLAB the evaluation takes place as follows:
Note that in the work of [1], one of the most important 3D isotropic kernels, which is the one that uses the nearest neighbors only, was not presented. In this work, two variants of this kernel were obtained, one using only 10 nearest neighbors and the other using only 18 nearest neighbors, and their MATLAB form are given in section (6.2). Moreover, the 3D kernel using 18 nearest neighbors has the advantage of being separable, which means that we should expect to be able to rapidly compute a 3D gradient of low isotropic order using the knowledge presented in this chapter. Also note that the higher isotropic order (>2nd) kernels given in sections (6.1) and (6.2) are not separable.
4.4. Accuracy
In this work, the order accuracy is defined byn, the value in hn in Taylor’s series expansion for which the space or the isotropic order is achieved. Therefore, the space and isotropic order may be different. Although this may not have been explicitly stated by [2, 1], all isotropic gradients found in sections (6.1) and (6.2) are of second order accuracy in space, i.e. if the lattice size doubles, the error on the gradient is divided approximately by four. This can be demonstrated numerically, or analytically by means of the expression Ex(2)F(r) and Ey(2)F(r) in polar coordinates, as in Eqs. (14) and (15). These expressions are non zero for every isotropic gradient presented in this work.
The main point about the kernel that we make in this study is that, as its size increases, it becomes possible to set isotropic the higher order error term in the Taylor series expansion at fixed space second order accuracy. It is therefore important to be careful not to confuse space order accuracy and isotropic order accuracy. We believe that, based on this result, future research could provide other kernels (perhaps of similar size) for which the leading space order accuracy would be the same as the leading isotropic order accuracy. For some applications, finding such kernels could be a significant step forward. In fact, achieving leading higher space order accuracy with equal leading isotropic order accuracy might have greater impact than achieving leading low space order with very high isotropic order accuracy, as is currently the case. However, higher space order gradient discretizations may suffer from another non physical numerical artifacts, known as spurious oscillations.
4.5. Performance
As previously indicated, computation of the gradient by applying convolution is faster than using a simpler, more straightforward method, but a naive one. We present some numerical results in this section that will show that this is indeed true. We also show that using a GPU instead of a CPU significantly reduces computation time.
First, all performance testing consists in evaluating gradients of random 2D and 3D double precision images. Note that we suppose a periodic padding for these images. All these image gradients are computed using MATLAB with the -singleCompThread startup option. This is done for benchmarking purposes, because the reference case should be computed using a sequential algorithm, that is, with a single core only. The CPU used in this work is an Intel® Core i7-970 processor, while the GPU is an Nvidia® GeForce GTX 580. All computations on the GPU are performed in MATLAB via the Jacket plugin developed by AccelerEyes®. The version of MATLAB is R2010b, and the Jacket version is 2.0 (build a15607c).
The timing method on the CPU is the usual MATLAB tic; m-code; toc; procedure. However, this method is not suited for timing m-code on the GPU. For this, we refer the reader to the method proposed by [8]. In Figures 2-5, the time taken for one simulation "dot" or result "dot" is the average of a hundred simulations.
To test performance, five different algorithms are considered for computing the gradient:
Note that all results differ with respect to machine accuracy in double precision, and that the padding of the images is computed on the fly to save computer memory. This is because padding is very cheap in terms of computing cost, when compared to the cost of evaluating the gradient.
Case (4), MATLAB Jacket convolution, is the GPU equivalent of reference case (2) with a CPU. Case (3) is the GPU equivalent of case (1) with a CPU. The last case (5), MATLAB Jacket GFOR + convolution, is a special case that is not available on the CPU. To explain this, let us suppose that the user wishes to evaluate the gradient of Ndifferent images simultaneously. Using MATLAB, this is not possible without parfor, which is only available with the Parallel Computing Toolbox. Also note that parfor is usually used for coarse-grained parallelism, while gfor can be used for fine-grained parallelism. Without parfor, an for loop is required to evaluate the gradients of the images sequentially, and to store the results in one large matrix by subassignment. With Jacket, it is possible to perform these Nconvolutions in parallel on the GPU using an gfor loop. Usually, this significantly reduces computation time, compared to the sequential for loop. More details on the functionality and limitations of the gfor loop can be found in [8]. In order to be able to compare the gfor loop case to the other cases, all performance tests have been conducted withN=3, unless otherwise stated, i.e. it is supposed the user needs to evaluate three image gradients simultaneously at a given time.
In all the figures showing performance behavior, the y-axis is in log scale. Figures 2(a) and 2(b) show the performance speedup with the 2D 2nd and 14th order isotropic gradients as a function of image size. For large images, speedups of 31x to 39x can be achieved.
Figures 3(a) and 3(b) show the same situation, but with the 3D 2nd and 8th order isotropic gradients. For large images, a speedup of 34x to 124x can be achieved. These results indicate an important speedup and show the usefulness of Jacket for MATLAB.
Figures 4(a) and 4(b) show the speedup with the 2D and 3D isotropic gradient as function of the isotropy order at a fixed image size. In 2D, images are 992x992, and in 3D they are 110x110x110. For high isotropy, speedups of 49x to 124x can be achieved.
Figure 5 shows the speedup with the 3D 8th order isotropic gradient as a function ofN, the number of images to be evaluated simultaneously at a fixed image size of 110x110x110. Speedups of 86x to 138x can be achieved, depending on the value ofN.
For both 2D and 3D cases, as the isotropy order or the number of images to evaluate simultaneously increases, the speedup that can be achieved using the GPU also increases. This is to be expected, since the computational complexity increases. Nevertheless, the chances of obtaining a speedup of 86x to 138x for the more challenging case were much better than we had anticipated. In fact, the Jacket plugin allowed us to tackle problems that would not have been possible to deal with without using a low level programming language.
We must remember that the speedups were computed with the reference case, which uses convolution. It is important to note that a speedup of 280x may be achieved for the most computationally expensive test (Fig. 5) when comparing the two following cases: Jacket GFOR + convolution, and MATLAB singlethread naive. Thus, depending on how the gradient evaluations are implemented, a huge difference in computational time may be reached. Note that Jacket code does not currently take advantage of the zero entry in the kernel, and that the convolutions are performed in the spatial domain only for 9x9 kernels in 2D and 3x3x3 kernels in 3D. The naive implementation always takes advantage of the zero entry in the kernel, which means that the zero entry could yield an additional speedup, because some kernels are sparse. For example, 2D kernels have 26% to 68% zeros, while in 3D, this number varies from 33% to84%. The 3x3 kernel contains 33% zeros while the 3x3x3 kernels contain 67% or 33% zeros.
Figure 2.
Speedup as a function of image size (2D isotropic gradient).
Figure 3.
Speedup as a function of image size (3D isotropic gradient).
Figure 4.
Speedup as a function of the gradient isotropy order.
Figure 5.
Speedup as a function of the number of cubic images (110x110x110) to be evaluated simultaneously using the 3D 8th order isotropic gradient.
The lattice Boltzmann method is a computational approach that is mainly used for fluid flow simulation with its roots in the field of cellular automata [9]. This method is particularly useful for solving complex flow systems, such as multiphase flows, in porous media where classical approaches based on the Navier-Stokes equations, like finite volumes or finite elements, encounter some difficulties. The method we use is based on the original Ph.D. thesis of [10]. Since then, there have been several improvements. However, these enhancements are outside the scope of this chapter, and will not be described.
The isotropic gradients we present here are useful for simulating immiscible multiphase flows, where the orientation of the various fluid interfaces has to be computed very frequently. The gradients of the density of each fluid color (phase) define the normal orientation of the interface, and special operators are used to keep the different interfaces between the fluids defined. Moreover, the norm of these gradients serves as a means to introduce a certain amount of surface tension between the fluids.
Suppose we wish to simulate the behavior of three fluids. At a certain point in the algorithm, three image gradients need to be computed, corresponding to the interface normal of each fluid density. Here is where the methods presented in this chapter become useful, a situation described in section (4.5) withN=3. It is important to point out that the isotropy of the gradient helps to reduce some of the computational artifacts that appear at the interface [1, 2]. These are called spurious currents in the lattice Boltzmann community, and are non-physical.
In multiphase flow simulation, calculation of a high order isotropic gradient is the most expensive part of the method, and the use of Jacket, has enabled us to reduce the computational cost by an astonishing amount. This type of calculation would not have been possible, in a reasonable time, by applying plain MATLAB.
We end this section with a simulation example that shows the spinodal decomposition of a three phase flow. This flow consists of an initial random mixture, where each phase self-agglomerates until a steady state is achieved. Figure 6 shows the spinodal decomposition at various times (in lattice Boltzmann units). Note that this simulation is given for illustration purposes only, and that spinodal decomposition has been quantitatively studied by [11].
Figure 6.
Random spinodal decomposition of a three phase flow.
6. Convolution kernel for discrete gradient approximation
In this section, we give several convolution kernels in the form of MATLAB m-code, which is very useful for calculating 2D/3D isotropic gradients on a square or cubic lattice. Most of the weights were taken from Ref. [1].
6.1. Convolution kernel for a 2D isotropic gradien
6.2. Convolution kernel for a 3D isotropic gradient
6.3. Convolution kernel for 2D anisotropic edge detection
7. Conclusion
In this work, a detailed description of isotropic gradient discretizations and convolution products has been presented. These isotropic gradients are useful, and superior to anisotropic discretizations. This is especially true in the field of flow simulation, when the lattice Boltzmann method is used. However, high order isotropic gradients are computationally expensive. To address this issue, we combined the convolution product with the Jacket plugin in MATLAB and GPU hardware, which enabled us to achieve high computational speedups (up to138x), compared to plain MATLAB computations using a CPU. We end this chapter with one final note. While we have provided a useful list of MATLAB m-code defining the kernels needed for evaluating 2D and 3D isotropic gradients, these kernels only lead to second order space accuracy with high isotropic order. The development of kernels that would lead to high order space accuracy combined with high isotropic order could generate significant benefits, particularly for the lattice Boltzmann community addressing multiphase flows. However, the benefits may not be straightforward, because the higher space order gradient discretization may lead to another unwanted numerical artifacts, such as spurious oscillations in regions separating two phases.
Acknowledgement
We extend our special thanks to Pavan Yalamanchili from AccelerEyes for his quick response to our queries and his generous support. We applied the sequence-determines-credit (SDC) approach to our listing of authors [12]. This work was supported by a grant from the NSERC (Natural Sciences and Engineering Research Council of Canada).
\n',keywords:null,chapterPDFUrl:"https://cdn.intechopen.com/pdfs/39346.pdf",chapterXML:"https://mts.intechopen.com/source/xml/39346.xml",downloadPdfUrl:"/chapter/pdf-download/39346",previewPdfUrl:"/chapter/pdf-preview/39346",totalDownloads:4263,totalViews:402,totalCrossrefCites:4,totalDimensionsCites:6,totalAltmetricsMentions:0,introChapter:null,impactScore:2,impactScorePercentile:81,impactScoreQuartile:4,hasAltmetrics:0,dateSubmitted:"December 20th 2011",dateReviewed:"March 14th 2012",datePrePublished:null,datePublished:"September 26th 2012",dateFinished:"September 24th 2012",readingETA:"0",abstract:null,reviewType:"peer-reviewed",bibtexUrl:"/chapter/bibtex/39346",risUrl:"/chapter/ris/39346",book:{id:"3037",slug:"matlab-a-fundamental-tool-for-scientific-computing-and-engineering-applications-volume-3"},signatures:"Sébastien Leclaire, Maud El-Hachem and Marcelo Reggio",authors:[{id:"148756",title:"Prof.",name:"Marcelo",middleName:null,surname:"Reggio",fullName:"Marcelo Reggio",slug:"marcelo-reggio",email:"marcelo.reggio@polymtl.ca",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",institution:{name:"University of Montreal",institutionURL:null,country:{name:"Canada"}}},{id:"149499",title:"Mr.",name:"Sébastien",middleName:null,surname:"Leclaire",fullName:"Sébastien Leclaire",slug:"sebastien-leclaire",email:"sebastien.leclaire@polymtl.ca",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",institution:{name:"École Polytechnique",institutionURL:null,country:{name:"France"}}},{id:"149500",title:"Mrs.",name:"Maud",middleName:null,surname:"El-Hachem",fullName:"Maud El-Hachem",slug:"maud-el-hachem",email:"maud.el-hachem@polymtl.ca",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",institution:{name:"École Polytechnique",institutionURL:null,country:{name:"France"}}}],sections:[{id:"sec_1",title:"1. Introduction",level:"1"},{id:"sec_2",title:"2. Gradient discretization",level:"1"},{id:"sec_2_2",title:"2.1. Anisotropic discretization",level:"2"},{id:"sec_3_2",title:"2.2. Isotropic discretization",level:"2"},{id:"sec_5",title:"3. Convolution",level:"1"},{id:"sec_5_2",title:"3.1. Frequential and spatial filtering",level:"2"},{id:"sec_6_2",title:"3.2. Discrete circular convolution",level:"2"},{id:"sec_8",title:"4. MATLAB",level:"1"},{id:"sec_8_2",title:"4.1. Naive computation of the gradient",level:"2"},{id:"sec_9_2",title:"4.2. Techniques for calculating the gradient with convolution",level:"2"},{id:"sec_10_2",title:"4.3. Separable kernel",level:"2"},{id:"sec_11_2",title:"4.4. Accuracy",level:"2"},{id:"sec_12_2",title:"4.5. Performance",level:"2"},{id:"sec_14",title:"5. Scientific application: lattice Boltzmann method",level:"1"},{id:"sec_15",title:"6. Convolution kernel for discrete gradient approximation",level:"1"},{id:"sec_15_2",title:"6.1. Convolution kernel for a 2D isotropic gradien",level:"2"},{id:"sec_16_2",title:"6.2. Convolution kernel for a 3D isotropic gradient",level:"2"},{id:"sec_17_2",title:"6.3. Convolution kernel for 2D anisotropic edge detection",level:"2"},{id:"sec_19",title:"7. Conclusion",level:"1"},{id:"sec_19_2",title:"Acknowledgement",level:"2"}],chapterReferences:[{id:"B1",body:'SbragagliaM.BenziR.BiferaleL.SucciS.SugiyamaK.ToschiF.Generalized lattice boltzmann method with multirange pseudopotentialPhysical Review E, 75(2):026702, 2007'},{id:"B2",body:'Sébastien Leclaire, Marcelo Reggio, and Jean-Yves Trépanier.Isotropic color gradient for simulating very high-density ratios with a two-phase flow lattice boltzmann model. Computers & Fluids, 482011198112'},{id:"B3",body:'Sayed Kamaledin Ghiasi Shirazi and Reza Safabakhsh.Omnidirectional edge detection. Computer Vision and Image Understanding, 11320094556564'},{id:"B4",body:'RayM. K.MitraD.SahaS.Simplified novel method for edge detection in digital images. In Signal Processing, Communication, Computing and Networking Technologies (ICSCCN), 2011International Conference on, 197202july 2011.'},{id:"B5",body:'ChowT. L.Mathematical methods for physicists: a concise introduction.Cambridge University Press, 2000'},{id:"B6",body:'OranE.BrighamThe fast Fourier transform and its applicationsPrentice-Hall, Inc., Upper Saddle River, NJ, USA, 1988'},{id:"B7",body:'RafaelC.Gonzalez and Richard E. Woods. Digital Image Processing (3rd Edition). Prentice-Hall, Inc., Upper Saddle River, NJ, USA, 2006'},{id:"B8",body:'Accelereyeswebsite, 2012'},{id:"B9",body:'HasslacherB.FrishU.PomeauY.PhysRev.Lett1986'},{id:"B10",body:'AndrewK.GunstensenLattice.Lattice-Boltzmann Studies of Multiphase Flow Through Porous MediaPhD thesis, 1992'},{id:"B11",body:'AlexanderF. J.ChenS.GrunauD. W.Hydrodynamicspinodal.decompositionGrowth.kineticsscalingfunctions.Physical Review B, 48(1):634, 1993'},{id:"B12",body:'TejaTscharntke.MichaelE.HochbergTatyana. A.RandVincent. H.ReshJochenKrauss.Author sequence and credit for contributions in multiauthored publicationsPLoS Biol, 5(1):e18, 2007'}],footnotes:[],contributors:[{corresp:null,contributorFullName:"Sébastien Leclaire",address:null,affiliation:'
'}],corrections:null},book:{id:"3037",type:"book",title:"MATLAB",subtitle:"A Fundamental Tool for Scientific Computing and Engineering Applications - Volume 3",fullTitle:"MATLAB - A Fundamental Tool for Scientific Computing and Engineering Applications - Volume 3",slug:"matlab-a-fundamental-tool-for-scientific-computing-and-engineering-applications-volume-3",publishedDate:"September 26th 2012",bookSignature:"Vasilios N. Katsikis",coverURL:"https://cdn.intechopen.com/books/images_new/3037.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",isbn:null,printIsbn:"978-953-51-0752-1",pdfIsbn:"978-953-51-5708-3",reviewType:"peer-reviewed",numberOfWosCitations:80,isAvailableForWebshopOrdering:!0,editors:[{id:"12289",title:"Prof.",name:"Vasilios",middleName:"N.",surname:"Katsikis",slug:"vasilios-katsikis",fullName:"Vasilios Katsikis"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"599"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},chapters:[{id:"39376",type:"chapter",title:"Simulation of Piecewise Hybrid Dynamical Systems in Matlab",slug:"simulation-of-piecewise-hybrid-dynamical-systems-in-matlab",totalDownloads:4567,totalCrossrefCites:0,signatures:"Fatima El Guezar and Hassane Bouzahir",reviewType:"peer-reviewed",authors:[{id:"146016",title:"Dr.",name:"Fatima",middleName:null,surname:"El Guezar",fullName:"Fatima El Guezar",slug:"fatima-el-guezar"},{id:"149632",title:"Prof.",name:"Hassane",middleName:null,surname:"Bouzahir",fullName:"Hassane Bouzahir",slug:"hassane-bouzahir"}]},{id:"39351",type:"chapter",title:"Robust Control of Distributed Parameter Systems with Demonstration in Casting Technology and MATLAB/Simulink/DPS Blockset Software Support",slug:"robust-control-of-distributed-parameter-systems-with-demonstration-in-casting-technology-and-matlab-",totalDownloads:3407,totalCrossrefCites:1,signatures:"Cyril Belavý, Gabriel Hulkó and Karol Ondrejkovic",reviewType:"peer-reviewed",authors:[{id:"40695",title:"Prof.",name:"Gabriel",middleName:null,surname:"Hulkó",fullName:"Gabriel Hulkó",slug:"gabriel-hulko"},{id:"51601",title:"Dr.",name:"Cyril",middleName:null,surname:"Belavý",fullName:"Cyril Belavý",slug:"cyril-belavy"},{id:"153901",title:"MSc.",name:"Karol",middleName:null,surname:"Ondrejkovič",fullName:"Karol Ondrejkovič",slug:"karol-ondrejkovic"}]},{id:"39353",type:"chapter",title:"Fouling in Heat Exchangers",slug:"fouling-in-heat-exchangers",totalDownloads:50238,totalCrossrefCites:6,signatures:"Hassan Al-Haj Ibrahim",reviewType:"peer-reviewed",authors:[{id:"12400",title:"Prof.",name:"Hassan Al- Haj",middleName:null,surname:"Ibrahim",fullName:"Hassan Al- Haj Ibrahim",slug:"hassan-al-haj-ibrahim"}]},{id:"39345",type:"chapter",title:"Optimal Solution to Matrix Riccati Equation – For Kalman Filter Implementation",slug:"optimal-solution-to-matrix-riccati-equation-for-kalman-filter-implementation",totalDownloads:14382,totalCrossrefCites:1,signatures:"Bhar K. Aliyu, Charles A. Osheku, Lanre M.A. Adetoro and Aliyu A. Funmilayo",reviewType:"peer-reviewed",authors:[{id:"145712",title:"MSc.",name:"Bhar",middleName:"Kisabo",surname:"Aliyu",fullName:"Bhar Aliyu",slug:"bhar-aliyu"},{id:"148660",title:"Dr.",name:"Charles",middleName:"Attah",surname:"Osheku",fullName:"Charles Osheku",slug:"charles-osheku"},{id:"149275",title:"MSc.",name:"Adetoro",middleName:null,surname:"M.A.L",fullName:"Adetoro M.A.L",slug:"adetoro-m.a.l"},{id:"156174",title:"MSc.",name:"Funmilayo A.",middleName:null,surname:"Aliyu",fullName:"Funmilayo A. Aliyu",slug:"funmilayo-a.-aliyu"}]},{id:"39355",type:"chapter",title:"Numerical Simulation of the Frank-Kamenetskii PDE: GPU vs. CPU Computing",slug:"numerical-simulation-of-the-frank-kamenetskii-pde-gpu-vs-cpu-computing",totalDownloads:3942,totalCrossrefCites:0,signatures:"Charis Harley",reviewType:"peer-reviewed",authors:[{id:"146816",title:"Dr.",name:"Charis",middleName:null,surname:"Harley",fullName:"Charis Harley",slug:"charis-harley"}]},{id:"39357",type:"chapter",title:"Fuzzy Analytical Network Process Implementation with Matlab",slug:"fuzzy-analytical-network-process-implementation-with-matlab",totalDownloads:6908,totalCrossrefCites:7,signatures:"Xiaoguang Zhou",reviewType:"peer-reviewed",authors:[{id:"147091",title:"Prof.",name:"Xiao-Guang",middleName:null,surname:"Zhou",fullName:"Xiao-Guang Zhou",slug:"xiao-guang-zhou"}]},{id:"39360",type:"chapter",title:"Fractal Dimension Estimation Methods for Biomedical Images",slug:"fractal-dimension-estimation-methods-for-biomedical-images",totalDownloads:8847,totalCrossrefCites:12,signatures:"Antonio Napolitano, Sara Ungania and Vittorio Cannata",reviewType:"peer-reviewed",authors:[{id:"149397",title:"PhD.",name:"Antonio",middleName:null,surname:"Napolitano",fullName:"Antonio Napolitano",slug:"antonio-napolitano"},{id:"154935",title:"Mrs.",name:"Sara",middleName:null,surname:"Ungania",fullName:"Sara Ungania",slug:"sara-ungania"},{id:"154936",title:"Dr.",name:"Vittorio",middleName:null,surname:"Cannatà",fullName:"Vittorio Cannatà",slug:"vittorio-cannata"}]},{id:"39359",type:"chapter",title:"MATLAB Aided Option Replication",slug:"matlab-aided-option-replication",totalDownloads:2721,totalCrossrefCites:1,signatures:"Vasilios N. Katsikis",reviewType:"peer-reviewed",authors:[{id:"12289",title:"Prof.",name:"Vasilios",middleName:"N.",surname:"Katsikis",fullName:"Vasilios Katsikis",slug:"vasilios-katsikis"}]},{id:"39346",type:"chapter",title:"Convolution Kernel for Fast CPU/GPU Computation of 2D/3D Isotropic Gradients on a Square/Cubic Lattice",slug:"convolution-kernel-for-fast-cpu-gpu-computation-of-2d-3d-isotropic-gradients-on-a-square-cubic-latti",totalDownloads:4263,totalCrossrefCites:4,signatures:"Sébastien Leclaire, Maud El-Hachem and Marcelo Reggio",reviewType:"peer-reviewed",authors:[{id:"148756",title:"Prof.",name:"Marcelo",middleName:null,surname:"Reggio",fullName:"Marcelo Reggio",slug:"marcelo-reggio"},{id:"149499",title:"Mr.",name:"Sébastien",middleName:null,surname:"Leclaire",fullName:"Sébastien Leclaire",slug:"sebastien-leclaire"},{id:"149500",title:"Mrs.",name:"Maud",middleName:null,surname:"El-Hachem",fullName:"Maud El-Hachem",slug:"maud-el-hachem"}]},{id:"39358",type:"chapter",title:"MATLAB/Simulink-Based Grid Power Inverter for Renewable Energy Sources Integration",slug:"matlab-simulink-based-grid-power-inverter-for-renewable-energy-sources-integration",totalDownloads:34906,totalCrossrefCites:5,signatures:"Marian Gaiceanu",reviewType:"peer-reviewed",authors:[{id:"169608",title:"Prof.",name:"Marian",middleName:null,surname:"Găiceanu",fullName:"Marian Găiceanu",slug:"marian-gaiceanu"}]},{id:"39366",type:"chapter",title:"Model-Based Simulation of an Intelligent Microprocessor- Based Standalone Solar Tracking System",slug:"model-based-simulation-of-an-intelligent-microprocessor-based-standalone-solar-tracking-system",totalDownloads:9908,totalCrossrefCites:5,signatures:"C.S. Chin",reviewType:"peer-reviewed",authors:[{id:"146471",title:"Dr.",name:"Cheng",middleName:"Siong",surname:"Chin",fullName:"Cheng Chin",slug:"cheng-chin"}]},{id:"39348",type:"chapter",title:"Micro-Robot Management",slug:"micro-robot-management",totalDownloads:4605,totalCrossrefCites:0,signatures:"Wael A. Al-Tabey",reviewType:"peer-reviewed",authors:[{id:"146693",title:"Dr.",name:"Weal",middleName:"A.",surname:"Altabey",fullName:"Weal Altabey",slug:"weal-altabey"}]},{id:"39356",type:"chapter",title:"Remote Process Control and Monitoring Using Matlab",slug:"remote-process-control-and-monitoring-using-matlab",totalDownloads:6369,totalCrossrefCites:0,signatures:"Vedran Vajnberger, Semir Silajdžić and Nedim Osmic",reviewType:"peer-reviewed",authors:[{id:"147117",title:"MSc.",name:"Vedran",middleName:null,surname:"Vajnberger",fullName:"Vedran Vajnberger",slug:"vedran-vajnberger"},{id:"154848",title:"M.Sc.",name:"Semir",middleName:null,surname:"Silajdzic",fullName:"Semir Silajdzic",slug:"semir-silajdzic"},{id:"154849",title:"M.Sc.",name:"Nedim",middleName:null,surname:"Osmic",fullName:"Nedim Osmic",slug:"nedim-osmic"}]},{id:"39368",type:"chapter",title:"Education of Future Advanced Matlab Users",slug:"education-of-future-advanced-matlab-users",totalDownloads:3980,totalCrossrefCites:1,signatures:"Michal Blaho, Martin Foltin, Peter Fodrek and Ján Murgas",reviewType:"peer-reviewed",authors:[{id:"145878",title:"Ph.D.",name:"Michal",middleName:null,surname:"Blaho",fullName:"Michal Blaho",slug:"michal-blaho"},{id:"148326",title:"Dr.",name:"Peter",middleName:null,surname:"Fodrek",fullName:"Peter Fodrek",slug:"peter-fodrek"},{id:"148327",title:"Dr.",name:"Martin",middleName:null,surname:"Foltin",fullName:"Martin Foltin",slug:"martin-foltin"},{id:"148328",title:"Prof.",name:"Ján",middleName:null,surname:"Murgaš",fullName:"Ján Murgaš",slug:"jan-murgas"}]},{id:"39354",type:"chapter",title:"Using MATLAB in the teaching and learning of semiconductor device fundamentals",slug:"using-matlab-in-the-teaching-and-learning-of-semiconductor-device-fundamentals",totalDownloads:11708,totalCrossrefCites:1,signatures:"Ian Grout and Abu Khari Bin A’ain",reviewType:"peer-reviewed",authors:[{id:"55261",title:"Dr.",name:"Ian",middleName:null,surname:"Andrew Grout",fullName:"Ian Andrew Grout",slug:"ian-andrew-grout"}]},{id:"39349",type:"chapter",title:"An Interactive Tool for Servo Systems Learning",slug:"an-interactive-tool-for-servo-systems-learning",totalDownloads:4880,totalCrossrefCites:1,signatures:"Nourdine Aliane, Rafael Pastor Vargas and Javier Fernández Andrés",reviewType:"peer-reviewed",authors:[{id:"77290",title:"Dr.",name:"Rafael",middleName:null,surname:"Pastor Vargas",fullName:"Rafael Pastor Vargas",slug:"rafael-pastor-vargas"},{id:"148940",title:"Dr.",name:"Nourdine",middleName:null,surname:"Aliane",fullName:"Nourdine Aliane",slug:"nourdine-aliane"},{id:"153350",title:"Dr.",name:"Javier",middleName:null,surname:"Fernandez Andrés",fullName:"Javier Fernandez Andrés",slug:"javier-fernandez-andres"}]},{id:"39347",type:"chapter",title:"Illustrating Amazing Effects of Modern Physics with Numerical Simulations Conducted in the Classroom",slug:"illustrating-amazing-effects-of-modern-physics-with-numerical-simulations-conducted-in-the-classroom",totalDownloads:4577,totalCrossrefCites:0,signatures:"Eric Anterrieu",reviewType:"peer-reviewed",authors:[{id:"148670",title:"Dr.",name:"Eric",middleName:null,surname:"Anterrieu",fullName:"Eric Anterrieu",slug:"eric-anterrieu"}]},{id:"39350",type:"chapter",title:"The MatLab Software Application for Electrical Engineering Simulations and Power System",slug:"the-matlab-software-application-for-electrical-engineering-simulations-and-power-system",totalDownloads:7377,totalCrossrefCites:0,signatures:"Leonardo da S. Lessa, Afonso J. Prado, Rodrigo Cleber Silva, Sérgio Kurokawa, Luiz F. Bovolato and José Pissolato Filho",reviewType:"peer-reviewed",authors:[{id:"145842",title:"Dr.",name:"Leonardo",middleName:"Da Silva",surname:"Lessa",fullName:"Leonardo Lessa",slug:"leonardo-lessa"},{id:"148612",title:"Dr.",name:"Afonso",middleName:"José Do",surname:"Prado",fullName:"Afonso Prado",slug:"afonso-prado"},{id:"148614",title:"Dr.",name:"José",middleName:null,surname:"Pissolato Filho",fullName:"José Pissolato Filho",slug:"jose-pissolato-filho"},{id:"149219",title:"Dr.",name:"Sérgio",middleName:null,surname:"Kurokawa",fullName:"Sérgio Kurokawa",slug:"sergio-kurokawa"},{id:"149221",title:"Prof.",name:"Luiz",middleName:null,surname:"Fernando Bovolato",fullName:"Luiz Fernando Bovolato",slug:"luiz-fernando-bovolato"},{id:"154050",title:"Mr.",name:"Rodrigo Cleber",middleName:null,surname:"Silva",fullName:"Rodrigo Cleber Silva",slug:"rodrigo-cleber-silva"}]},{id:"39352",type:"chapter",title:"Using a Low Complexity Numeric Routine for Solving Electromagnetic Transient Simulations",slug:"using-a-low-complexity-numeric-routine-for-solving-electromagnetic-transient-simulations",totalDownloads:3288,totalCrossrefCites:0,signatures:"Rafael Cuerda Monzani, Afonso José do Prado, Sérgio Kurokawa, Luiz Fernando Bovolato and José Pissolato Filho",reviewType:"peer-reviewed",authors:[{id:"148612",title:"Dr.",name:"Afonso",middleName:"José Do",surname:"Prado",fullName:"Afonso Prado",slug:"afonso-prado"},{id:"148614",title:"Dr.",name:"José",middleName:null,surname:"Pissolato Filho",fullName:"José Pissolato Filho",slug:"jose-pissolato-filho"},{id:"149219",title:"Dr.",name:"Sérgio",middleName:null,surname:"Kurokawa",fullName:"Sérgio Kurokawa",slug:"sergio-kurokawa"},{id:"149221",title:"Prof.",name:"Luiz",middleName:null,surname:"Fernando Bovolato",fullName:"Luiz Fernando Bovolato",slug:"luiz-fernando-bovolato"},{id:"145100",title:"Dr.",name:"Rafael",middleName:null,surname:"Cuerda Monzani",fullName:"Rafael Cuerda Monzani",slug:"rafael-cuerda-monzani"}]}]},relatedBooks:[{type:"book",id:"2160",title:"MATLAB",subtitle:"A Fundamental Tool for Scientific Computing and Engineering Applications - Volume 1",isOpenForSubmission:!1,hash:"dd9c658341fbd264ed4f8d9e6aa8ca29",slug:"matlab-a-fundamental-tool-for-scientific-computing-and-engineering-applications-volume-1",bookSignature:"Vasilios N. Katsikis",coverURL:"https://cdn.intechopen.com/books/images_new/2160.jpg",editedByType:"Edited by",editors:[{id:"12289",title:"Prof.",name:"Vasilios",surname:"Katsikis",slug:"vasilios-katsikis",fullName:"Vasilios Katsikis"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"},chapters:[{id:"39372",title:"PID Control Design",slug:"pid-control-design",signatures:"A.B. Campo",authors:[{id:"144957",title:"Dr.",name:"Alexandre",middleName:"Brincalepe",surname:"Campo",fullName:"Alexandre Campo",slug:"alexandre-campo"}]},{id:"39365",title:"Post Processing of Results of EM Field Simulators",slug:"post-processing-of-results-of-em-field-simulators",signatures:"Tomas Vydra and Daniel Havelka",authors:[{id:"146674",title:"MSc.",name:"Tomas",middleName:null,surname:"Vydra",fullName:"Tomas Vydra",slug:"tomas-vydra"},{id:"146680",title:"MSc.",name:"Daniel",middleName:null,surname:"Havelka",fullName:"Daniel Havelka",slug:"daniel-havelka"}]},{id:"39326",title:"Simulation of Power Converters Using Matlab-Simulink",slug:"simulation-of-power-converters-using-matlab-simulink",signatures:"Christophe Batard, Frédéric Poitiers, Christophe Millet and Nicolas Ginot",authors:[{id:"144924",title:"Dr.",name:"Christophe",middleName:null,surname:"Batard",fullName:"Christophe Batard",slug:"christophe-batard"},{id:"147986",title:"Dr.",name:"Frederic",middleName:null,surname:"Poitiers",fullName:"Frederic Poitiers",slug:"frederic-poitiers"},{id:"147987",title:"Dr.",name:"Nicolas",middleName:null,surname:"Ginot",fullName:"Nicolas Ginot",slug:"nicolas-ginot"},{id:"147988",title:"Dr.",name:"Christophe",middleName:null,surname:"Millet",fullName:"Christophe Millet",slug:"christophe-millet"}]},{id:"39329",title:"Performances of the PCA Method in Electrical Machines Diagnosis Using Matlab",slug:"performances-of-the-pca-method-in-electrical-machines-diagnosis-using-matlab",signatures:"Jacques Fanjason Ramahaleomiarantsoa, Eric Jean Roy Sambatra, Nicolas Héraud and Jean Marie Razafimahenina",authors:[{id:"144955",title:"Prof.",name:"Nicolas",middleName:null,surname:"Heraud",fullName:"Nicolas Heraud",slug:"nicolas-heraud"},{id:"148718",title:"Mr.",name:"Fanjason Jacques",middleName:null,surname:"Ramahaleomiarantsoa",fullName:"Fanjason Jacques Ramahaleomiarantsoa",slug:"fanjason-jacques-ramahaleomiarantsoa"}]},{id:"39332",title:"Dynamic and Quasi-Static Simulation of a Novel Compliant MEMS Force Amplifier by Matlab/Simulink",slug:"dynamic-and-quasi-static-simulation-of-a-novel-compliant-mems-force-amplifier-by-matlab-simulink",signatures:"Ergin Kosa, Levent Trabzon, Umit Sonmez and Huseyin Kizil",authors:[{id:"148720",title:"Ph.D. Student",name:"Ergin",middleName:null,surname:"Kosa",fullName:"Ergin Kosa",slug:"ergin-kosa"}]},{id:"39331",title:"Voltage Sag Waveform Using SagWave GUI",slug:"voltage-sag-waveform-using-sagwave-gui",signatures:"Kosol Oranpiroj, Worrajak Moangjai and Wichran Jantee",authors:[{id:"148116",title:"Dr.",name:"Kosol",middleName:null,surname:"Oranpiroj",fullName:"Kosol Oranpiroj",slug:"kosol-oranpiroj"}]},{id:"39367",title:"Modelling and Characterization of Power Electronics Converters Using Matlab Tools",slug:"modelling-and-characterization-of-power-electronics-converters-using-matlab-tools",signatures:"Sven Fagerstrom and Nagy Bengiamin",authors:[{id:"145614",title:"MSc.",name:"Sven E.",middleName:null,surname:"Fagerstrom",fullName:"Sven E. Fagerstrom",slug:"sven-e.-fagerstrom"},{id:"149266",title:"Dr.",name:"Nagy",middleName:null,surname:"Bengiamin",fullName:"Nagy Bengiamin",slug:"nagy-bengiamin"}]},{id:"39333",title:"Improved DTC Algorithms for Reducing Torque and Flux Ripples of PMSM Based on Fuzzy Logic and PWM Techniques",slug:"improved-dtc-algorithms-for-reducing-torque-and-flux-ripples-of-pmsm-based-on-fuzzy-logic-and-pwm-te",signatures:"Khalid Chikh, Mohamed Khafallah and Abdallah Saâd",authors:[{id:"145063",title:"Ph.D.",name:"Khalid",middleName:null,surname:"Chikh",fullName:"Khalid Chikh",slug:"khalid-chikh"},{id:"146138",title:"Prof.",name:"Mohamed",middleName:null,surname:"Khafallah",fullName:"Mohamed Khafallah",slug:"mohamed-khafallah"},{id:"149147",title:"Prof.",name:"Abdallah",middleName:null,surname:"Saâd",fullName:"Abdallah Saâd",slug:"abdallah-saad"}]},{id:"39327",title:"Position Estimation of the PMSM High Dynamic Drive at Low Speed Range",slug:"position-estimation-of-the-pmsm-high-dynamic-drive-at-low-speed-range",signatures:"Konrad Urbanski",authors:[{id:"148958",title:"Dr.",name:"Konrad",middleName:null,surname:"Urbanski",fullName:"Konrad Urbanski",slug:"konrad-urbanski"}]},{id:"39377",title:"Digital Differential Protection of Power Transformer Using Matlab",slug:"digital-differential-protection-of-power-transformer-using-matlab",signatures:"Adel Aktaibi and M. Azizur Rahman",authors:[{id:"124154",title:"Prof.",name:"Azizur",middleName:null,surname:"Rahman",fullName:"Azizur Rahman",slug:"azizur-rahman"},{id:"146799",title:"Dr.",name:"Adel",middleName:null,surname:"Aktaibi",fullName:"Adel Aktaibi",slug:"adel-aktaibi"}]},{id:"39371",title:"PH Control Using MATLAB",slug:"ph-control-using-matlab",signatures:"Mostefa Ghassoul",authors:[{id:"146702",title:"Dr.",name:"Mostefa",middleName:null,surname:"Ghassoul",fullName:"Mostefa Ghassoul",slug:"mostefa-ghassoul"}]},{id:"39330",title:"An Advanced Transmission Line and Cable Model in Matlab for the Simulation of Power-System Transients",slug:"an-advanced-transmission-line-and-cable-model-in-matlab-for-the-simulation-of-power-system-transient",signatures:"Octavio Ramos-Leaños, Jose Luis Naredo and Jose Alberto Gutierrez-Robles",authors:[{id:"145421",title:"Dr.",name:"Octavio",middleName:null,surname:"Ramos-Leaños",fullName:"Octavio Ramos-Leaños",slug:"octavio-ramos-leanos"},{id:"145517",title:"Dr.",name:"Jose Luis",middleName:null,surname:"Naredo",fullName:"Jose Luis Naredo",slug:"jose-luis-naredo"},{id:"145519",title:"Dr.",name:"Jose Alberto",middleName:null,surname:"Gutierrez-Robles",fullName:"Jose Alberto Gutierrez-Robles",slug:"jose-alberto-gutierrez-robles"}]},{id:"39328",title:"A New Modeling of the Non-Linear Inductances in MATLAB",slug:"a-new-modeling-of-the-non-linear-inductances-in-matlab",signatures:"M. Ould Ahmedou, M. Ferfra, M. Chraygane and M. Maaroufi",authors:[{id:"145391",title:"PhD.",name:"Mohamed Ould",middleName:null,surname:"Ahmedou",fullName:"Mohamed Ould Ahmedou",slug:"mohamed-ould-ahmedou"},{id:"148288",title:"Prof.",name:"Mohammed",middleName:null,surname:"Ferfra",fullName:"Mohammed Ferfra",slug:"mohammed-ferfra"},{id:"148289",title:"Prof.",name:"Mohammed",middleName:null,surname:"Chraygane",fullName:"Mohammed Chraygane",slug:"mohammed-chraygane"},{id:"148628",title:"Prof.",name:"Mohammed",middleName:null,surname:"Maaroufi",fullName:"Mohammed Maaroufi",slug:"mohammed-maaroufi"}]},{id:"39378",title:"Dynamic Simulation of Electrical Machines and Drive Systems Using MATLAB GUI",slug:"dynamic-simulation-of-electrical-machines-and-drive-systems-using-matlab-gui",signatures:"Viliam Fedák, Tibor Balogh and Pavel Záskalický",authors:[{id:"85462",title:"Associate Prof.",name:"Viliam",middleName:null,surname:"Fedak",fullName:"Viliam Fedak",slug:"viliam-fedak"},{id:"145228",title:"MSc.",name:"Tibor",middleName:null,surname:"Balogh",fullName:"Tibor Balogh",slug:"tibor-balogh"},{id:"154498",title:"Prof.",name:"Pavel",middleName:null,surname:"Záskalický",fullName:"Pavel Záskalický",slug:"pavel-zaskalicky"}]},{id:"39363",title:"Image Reconstruction Methods for MATLAB Users - A Moore-Penrose Inverse Approach",slug:"image-reconstruction-methods-for-matlab-users-a-moore-penrose-inverse-approach",signatures:"S. Chountasis, V.N. Katsikis and D. Pappas",authors:[{id:"12289",title:"Prof.",name:"Vasilios",middleName:"N.",surname:"Katsikis",fullName:"Vasilios Katsikis",slug:"vasilios-katsikis"},{id:"150079",title:"Dr.",name:"Dimitrios",middleName:null,surname:"Pappas",fullName:"Dimitrios Pappas",slug:"dimitrios-pappas"},{id:"150080",title:"Dr.",name:"Spiros",middleName:null,surname:"Chountasis",fullName:"Spiros Chountasis",slug:"spiros-chountasis"}]},{id:"39325",title:"Artificial Human Arm Driven by EMG Signal",slug:"artificial-human-arm-driven-by-emg-signal",signatures:"Mohammed Z. Al-Faiz and Abbas H. Miry",authors:[{id:"145422",title:"Prof.",name:"Mohammed Zeki",middleName:null,surname:"Al-Faiz",fullName:"Mohammed Zeki Al-Faiz",slug:"mohammed-zeki-al-faiz"}]},{id:"39369",title:"Analysis and Modeling of Clock-Jitter Effects in Delta-Sigma Modulators",slug:"analysis-and-modeling-of-clock-jitter-effects-in-delta-sigma-modulators",signatures:"Ramy Saad, Sebastian Hoyos and Samuel Palermo",authors:[{id:"144896",title:"Dr.",name:"Ramy",middleName:null,surname:"Saad",fullName:"Ramy Saad",slug:"ramy-saad"},{id:"154354",title:"Prof.",name:"Sebastian",middleName:null,surname:"Hoyos",fullName:"Sebastian Hoyos",slug:"sebastian-hoyos"},{id:"154355",title:"Prof.",name:"Samuel",middleName:null,surname:"Palermo",fullName:"Samuel Palermo",slug:"samuel-palermo"}]},{id:"39379",title:"Matlab-Based Algorithm for Real Time Analysis of Multiexponential Transient Signals",slug:"matlab-based-algorithm-for-real-time-analysis-of-multiexponential-transient-signals",signatures:"Momoh-Jimoh E. Salami, Ismaila B. Tijani, Abdussamad U. Jibia and Za'im Bin Ismail",authors:[{id:"90923",title:"Prof.",name:"Momoh-Jimoh",middleName:"Eyiomika",surname:"Salami",fullName:"Momoh-Jimoh Salami",slug:"momoh-jimoh-salami"}]},{id:"39362",title:"Digital FIR Hilbert Transformers: Fundamentals and Efficient Design Methods",slug:"digital-fir-hilbert-transformers-fundamentals-and-efficient-design-methods",signatures:"David Ernesto Troncoso Romero and Gordana Jovanovic Dolecek",authors:[{id:"148249",title:"Prof.",name:"Gordana",middleName:null,surname:"Jovanovic Dolecek",fullName:"Gordana Jovanovic Dolecek",slug:"gordana-jovanovic-dolecek"},{id:"148250",title:"Dr.",name:"David Ernesto",middleName:null,surname:"Troncoso Romero",fullName:"David Ernesto Troncoso Romero",slug:"david-ernesto-troncoso-romero"}]},{id:"39334",title:"Detection of Craters and Its Orientation on Lunar",slug:"detection-of-craters-and-its-orientation-on-lunar",signatures:"Nur Diyana Kamarudin, Kamaruddin Abd. Ghani, Siti Noormiza Makhtar, Baizura Bohari and Noorlina Zainuddin",authors:[{id:"145341",title:"Mrs.",name:"Nur Diyana",middleName:null,surname:"Kamarudin",fullName:"Nur Diyana Kamarudin",slug:"nur-diyana-kamarudin"},{id:"145654",title:"Mrs.",name:"Siti Noormiza",middleName:null,surname:"Makhtar",fullName:"Siti Noormiza Makhtar",slug:"siti-noormiza-makhtar"},{id:"145655",title:"Mrs.",name:"Noorlina",middleName:null,surname:"Zainuddin",fullName:"Noorlina Zainuddin",slug:"noorlina-zainuddin"},{id:"145657",title:"Mrs.",name:"Baizura",middleName:null,surname:"Bohari",fullName:"Baizura Bohari",slug:"baizura-bohari"},{id:"150893",title:"Prof.",name:"Kamaruddin",middleName:null,surname:"Abd. Ghani",fullName:"Kamaruddin Abd. Ghani",slug:"kamaruddin-abd.-ghani"}]}]}],publishedBooks:[{type:"book",id:"1027",title:"Applications of MATLAB in Science and Engineering",subtitle:null,isOpenForSubmission:!1,hash:"64f208a73ca0da9038418788e86dfe28",slug:"applications-of-matlab-in-science-and-engineering",bookSignature:"Tadeusz Michałowski",coverURL:"https://cdn.intechopen.com/books/images_new/1027.jpg",editedByType:"Edited by",editors:[{id:"35273",title:"Prof.",name:"Tadeusz",surname:"Michalowski",slug:"tadeusz-michalowski",fullName:"Tadeusz Michalowski"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"7824",title:"Numerical Modeling and Computer Simulation",subtitle:null,isOpenForSubmission:!1,hash:"603fad5bcae90ad8484397ca63b0e2e7",slug:"numerical-modeling-and-computer-simulation",bookSignature:"Dragan M. Cvetković and Gunvant A. Birajdar",coverURL:"https://cdn.intechopen.com/books/images_new/7824.jpg",editedByType:"Edited by",editors:[{id:"101330",title:"Dr.",name:"Dragan",surname:"Cvetković",slug:"dragan-cvetkovic",fullName:"Dragan Cvetković"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1485",title:"Applications of Monte Carlo Method in Science and Engineering",subtitle:null,isOpenForSubmission:!1,hash:"08abe20f1549c83cfb208c83e12ee7df",slug:"applications-of-monte-carlo-method-in-science-and-engineering",bookSignature:"Shaul Mordechai",coverURL:"https://cdn.intechopen.com/books/images_new/1485.jpg",editedByType:"Edited by",editors:[{id:"21994",title:"Prof.",name:"Shaul",surname:"Mordechai",slug:"shaul-mordechai",fullName:"Shaul Mordechai"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"2001",title:"Technology and Engineering Applications of Simulink",subtitle:null,isOpenForSubmission:!1,hash:"b7ba52f4e08305d425749b931087c0c4",slug:"technology-and-engineering-applications-of-simulink",bookSignature:"Subhas Chakravarty",coverURL:"https://cdn.intechopen.com/books/images_new/2001.jpg",editedByType:"Edited by",editors:[{id:"48388",title:"Dr.",name:"S.",surname:"Chakravarty",slug:"s.-chakravarty",fullName:"S. Chakravarty"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"2160",title:"MATLAB",subtitle:"A Fundamental Tool for Scientific Computing and Engineering Applications - Volume 1",isOpenForSubmission:!1,hash:"dd9c658341fbd264ed4f8d9e6aa8ca29",slug:"matlab-a-fundamental-tool-for-scientific-computing-and-engineering-applications-volume-1",bookSignature:"Vasilios N. Katsikis",coverURL:"https://cdn.intechopen.com/books/images_new/2160.jpg",editedByType:"Edited by",editors:[{id:"12289",title:"Prof.",name:"Vasilios",surname:"Katsikis",slug:"vasilios-katsikis",fullName:"Vasilios Katsikis"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],publishedBooksByAuthor:[{type:"book",id:"3037",title:"MATLAB",subtitle:"A Fundamental Tool for Scientific Computing and Engineering Applications - Volume 3",isOpenForSubmission:!1,hash:"1de63ac4f2c398a1304a7c08ee883655",slug:"matlab-a-fundamental-tool-for-scientific-computing-and-engineering-applications-volume-3",bookSignature:"Vasilios N. Katsikis",coverURL:"https://cdn.intechopen.com/books/images_new/3037.jpg",editedByType:"Edited by",editors:[{id:"12289",title:"Prof.",name:"Vasilios",surname:"Katsikis",slug:"vasilios-katsikis",fullName:"Vasilios Katsikis"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},onlineFirst:{chapter:{type:"chapter",id:"79467",title:"A Review on the Cooking Attributes of African Yam Bean (Sphenostylis stenocarpa)",doi:"10.5772/intechopen.99674",slug:"a-review-on-the-cooking-attributes-of-african-yam-bean-sphenostylis-stenocarpa",body:'
1. Introduction
Food and nutrition security which is part of livelihood, is notably attracting the attention of stakeholders, spanning across nations, research organizations, the general public, academic institutions, and policymakers. At present, the world population is estimated at 7 billion; however, by 2050, the population is expected to reach 9.3 billion. As of 2017, the number of food-insecure people worldwide was estimated at 690 million [1]; however, by 2050, a 70–85% increase in food production will be needed to feed the projected 9.3 billion people [2, 3]. Notwithstanding, upscaling the adoption and utilization of sustainable crops offers considerable potentials in boosting food production amidst the prevailing challenges.
Grain-Legumes are sustainable, capable of surviving under harsh climate conditions. The grain legumes require minimal fertilizer inputs because of their ability to fix atmospheric nitrogen through symbiosis with soil Rhizobia. Also, intercropping legumes with other crops has improved soil fertility and crop productivity [4, 5, 6]. Importantly, legumes are a good source of food and feed for humans and animals, respectively; crops within the legume category are nutritionally rich; most significantly, they provide affordable sources of protein [7, 8]. The contribution of legumes as food and feed differs across types, while some legumes are known worldwide and considerably utilized (soy bean) (Glycine max L), common bean (Phaseolus vulgaris L), cowpea (Vigna unguiculata L.)) others are less known and underutilized (African yam bean (Sphenostylis stenocarpa Harms), lablab beans, (Lablab purpureus L) wing bean (Psophocarpus tetragonolabus L.). Adopting and accepting underutilized legumes such as African yam bean as a food crop is vital for their survival; nevertheless, AYB’s adoption and utilization is intertwined with several factors, including cooking time, nutrient potentials, palatability, and value-added products.
1.1 African yam bean
African yam bean which, is commonly referred to as AYB, is one among the underutilized grain legumes of tropical Africa. The crop is grown for its edible seeds and tuberous roots. Figure 1 presents AYB seeds harvested from a field evaluation in 2020. AYB seeds are enclosed in pods measuring about 3–15 cm long, such that a single pod can accommodate up to 30 seeds. The crop is a climber usually grown in mixed cropping with major crops [10, 11, 12]. AYB is locally adopted and has wide adaptability across diverse environmental conditions [13, 14]. Even though the crop is usually cultivated as an annual crop [15, 16, 17], some schools of thought consider it as perennial [18, 19, 20]. The cultivation of AYB majors among smallholder farmers across sub-Saharan Africa, of which Nigeria is one country prominent on the list [21]. The consumption of AYB is known to contribute to daily nutrition, food availability, and diet diversification to communities utilizing it; this date back to the Nigerian civil war of 1967–1970, where the crop’s food and nutritional potentials were efficiently utilized in fighting malnutrition and hunger [15, 22, 23, 24].
Figure 1.
Dried AYB seeds. (A) Non variegated seeds (B) Variegated seeds. Source: field evaluation (Shitta et al. [9]).
The seeds of AYB provide an affordable source of protein when compared with other plant sources and animal extract. Aside from its rich protein content, its high carbohydrate content [25, 26] is comparable to the amount reported in grain cereals. AYB’s amino acid (histidine, isoleucine, lysine, methionine) profile is more in quantity than the amount observed in soybean [27, 28, 29]. Likewise, several authors have reported the presence of essential nutrients in AYB’s seeds [25, 26, 30, 31, 32, 33, 34, 35, 36]. AYB tubers (Figure 2) contain considerable amount of magnesium (167 mg/100 g), potassium (1010 mg/100 g), protein (15–16%), and carbohydrate (67–68%) [34]. In addition to the crop’s nutritional qualities, the crop is flexible for use in various diets; it can be utilized as a condiment, or as a whole meal, or as a snack. The contribution of AYB in feeds enrichment is an added advantage of the crop’s food and nutrition attributes [37, 38].
Figure 2.
AYB tubers. Source: field evaluation (Shitta et al. [9]).
Considering the enormous potential of AYB and its role in some African traditions [39, 40, 41]; the efficient utilization of AYB can reduce hunger and nutritional challenges in sub-Saharan Africa. Nevertheless, the food potential of the crop remains widely untapped, which can be attributed to several constraints such as long cooking hours of up to 24 hours [41, 42, 43, 44], a long-maturity cycle of 9–10 months [16, 17, 45], and the abundance of anti-nutrition factors [35, 46, 47, 48, 49]. However, the genetic variability reported in the crop [9, 50, 51, 52, 53] provides a foundation for breeders to develop improved cultivars. In particular, the availability of AYB cultivars with reduced cooking time could boost the cultivation and consumption of the crop. Up-to-date information on cooking-related attributes is a prerequisite for improving cooking time trait. Keeping the above in view, the present review brings to knowledge cooking variables reported in AYB. Also, the review proposes the application of standard procedures and molecular technology for advanced studies. Furthermore, the present document is intended to stimulate more research interest towards improving cooking time in the crop.
1.2 Structure of African yam bean seeds
Past research investigations have explained the relationship between seed properties, variety type, seed storage conditions, and cooking time [54, 55]. Table 1 presents the physical properties reported in AYB seeds. AYB seeds are, dicot in nature and they can measure up to 10 mm in length and 7 mm in width and thickness[9, 50, 51, 52, 53, 56]. The seeds of AYB differ in texture across germplasm; they could be rough, wrinkled, or smooth. The electron microstructure study of seeds revealed the presence of smooth starch granules exhibiting different sizes and shapes [57]. The cells were bounded by cell walls same as observed in other legumes [58, 59]. Likewise, the round undulating surface observed in the cotyledon is similar in structure to that of cowpea [59, 60]. For seeds subjected to milling, the cotyledon and cell components showed structural change. Equally, cell wall materials and protein matrix were reduced to flakes and particles; however, the structure of starch granules remained unchanged. The micrographs of cotyledon, flour, and starch showed the size of starch granules within the range of 4–40 μm for lengths and 4–25 μm for diameter [57].
Means of some physical properties reported in AYB seeds.
2. Cooking quality in African yam bean
Preparing and cooking food is an integral part of daily living [61, 62]. For example most grain legumes are subjected to cooking before consumed; the cooking process converts raw food into a ready-to-eat product. Also, cooking facilitates the destruction of foodborne pathogens, thereby eliminating microbial hazards and achieving quality [63]. Moreover, the physical and chemical changes that occur during cooking increases the digestibility and availability of nutrient for use and storage in the body [64]; through processes including inactivation of anti-nutrient, starch gelatinization, proteins denaturation, leaching of polyphenols and solubilization of polysaccharides among other factors [59, 65, 66]. Despite the importance of cooking in food and nutrition the cooking culture is dwindling, especially in industrialized societies where individuals are exposed to a busy lifestyle with little time at their deposal. To cope with busy schedules, consumptions are choosing convenience food that requires less cooking time. Also, reports have shown that consumers are ready to pay more in exchange for long cooking hours [67, 68].
Cooking time, an attribute of cooking quality is defined as the time from the beginning of cooking up to when the food becomes tender and suitable to eat [66, 69]. AYB, the same as most legumes is characterized by seed hardness, requiring long cooking hours of up to 24 hours (Table 2) in some scenarios [80]. Seed hardness has been identified as a heritable trait but also affected by seed composition, production, and, storage environment [54, 81, 82]. The mechanism by which seeds become hard-to-cook is categorized as a very complex phenomenon; it includes processes such as changes in the intracellular cell wall, middle lamella, polysaccharides, and other components. The hard-to-cook mechanism in seeds has been extensively reviewed by authors [83, 84, 85]. According to a particular study, an increase in calcium ion concentration led to a subsequent increase in seed hardness and a decrease in phytate concentration. It was also reported that a higher rate of leaching in phytate and peptic acid occurred in cooked and soaked hard-to-cook seeds than in fast-to-cook seeds [85].
Source, cooking method, cooking time, end product, and references reported in AYB cooking experiments.
Generally, grains with short cooking time are more preferred by consumers; because less time is invested in their preparation, and importantly less energy is spent when compared to energy requirements for grains with long cooking time. In addition, several studies have shown that nutrients such as minerals and proteins are conserved when grains are cooked over a short period. In contrast grains requiring long cooking hours usually lose a significant amount of nutrients [55, 86]. Cooking methods reported in AYB include boiling, steaming, roasting, and frying. However, advanced procedures including, sensory analysis: involving sensory panel [87, 88]; tactile method: [89] a method of compressing seeds within the thumb; texture analysis: [87] a method that measures the resistance of seed compression using a texture analyzer [90] have been investigated in major legumes.
2.1 Cooking method reported in AYB
2.1.1 Boiling
Boiling cooking method is a moist approach whereby the target food is submerged into a liquid. Cooking is achieved through the transfer of heat from the cooking equipment to the liquid in contact with the food. The food surface absorbs the heat and through conduction, the heat passes through to cook the food. The boiling method was experimented with selected AYB grains. The steps included boiling the grains in water for 480 minutes (Table 2) and thereafter oven drying for 24 hours before milling into flour [70]. In another report, AYB grains were boiled for 228 minutes. The analysis of the boiled seeds showed a reduction in phytate content and an increase in moisture content [47]. In addition, the boiling cooking method was reportedly used in preparing porridge. The procedure included presoaking seeds overnight and boiling them for 60 minutes. The porridge analysis showed an increase in carbohydrate, gross energy, fiber, lipid, water absorption capacity, oil absorption, bulk density, and gelation capacity however a decrease in protein and moisture content was observed [71].
2.1.2 Roasting
The roasting method is commonly used in preparing “roasted AYB grain,” a popular snack consumed in combination with other food in South-East Nigeria [19, 40, 43]. Roasting was effective in increasing the level of phosphorus and in-vitro protein digestibility of grains. An increase in phytic acid was also reported; however, the tannin level was shown to be at the barest minimum [43]. In the preparation of breakfast cereal from AYB grains in combination with maize and coconut fiber, the blends were roasted for 5 minutes at 2800c temperature. The formulated blends revealed a protein content of 18.26%, moisture content of 4.20%, ash content of 7.36%, and energy content of 339.47% [77]. The roasting approach was likewise used in preparing AYB flour. The grains were subjected to roasting for 45 minutes (Table 2) using firewood as the energy source. Then, the roasted grains were dehulled and milled. The analysis of the roasted flour showed a decrease of about 0.27 mg/100 g in the level of the tannin content [78]. In a separate study, AYB grains were roasted in an oven at 1200c for 300 minutes; and the roasted grains were dehulled and milled. The analysis of the dehulled flour showed a reduction in the emulsifying capacity, foam capacity, and stability of the flour, also the samples presented a high water and oil absorption capacity [79]. In a further experiment, researchers investigated the effect of roasting on the proximate, mineral, and anti-nutrient content of AYB grains. The study preceded the roasting of grains over firewood for 1 hour at 3000c temperature condition. An increase was reported in the levels of calcium, potassium, copper, iron, manganese, magnesium, phosphorus, and sodium, and a drastic reduction in the percentage level of phytate, oxalate, tannins, hydrogen cyanide, and trypsin inhibitor was reported. On the contrary, there was no significant increase in the nutrient content [47].
2.1.3 Steaming
The steaming approach involves the use of steam as the cooking medium; the steam is mostly generated from vigorously boiling water. Unlike reported in boiling method, the steaming procedure does not require submerging the food directly into the water; in steaming, the target food gets cooked as the result of the steam or vapors generated from the boiling water. Steam is considered a good heat conductor, nevertheless, the temperature release from steam does not exceed that of boiling water except in the pressure system [91]. Steaming was reported to have minimal effects on chlorophyll, soluble protein, sugar, vitamin c, and glucosinolates [92]. The steaming process helped preserve antioxidant properties and maintained the lowest biogenic amine content in bean varieties [93]. In AYB, the steaming approach was reportedly used in preparing a traditional snack called “Moi-Moi”. The procedure involved dehulling and wet milling of the grains accompanied by spicing. For the Moi-Moi to get cooked, it was steamed for about 60 minutes [71, 76]. The analysis of the AYB Moi-Moi showed a lower gelation capacity, higher water absorption capacity, lower oil absorption capacity when compared to Moi-Moi made from cowpea. The sensory analysis of AYB Moi-Moi showed no significant difference in color and flavor from Moi-Moi made from cowpea (cowpea is the most common grain for preparing Moi-Moi). Additionally, the acceptance level of the AYB Moi-Moi was similar to Moi-Moi constituted from cowpea [71]. Some researchers utilized the steaming cooking method in making Moi-Moi from AYB and cowpea blends, they reported a total steaming time of about 50 minutes [75].
2.1.4 Frying
Frying is one of the ancient and well-known cooking methods used for food preparation; the procedure is known for its ease, speed, and unique flavor and taste [94]; in addition, frying gives an attractive color, texture to food. The frying process involves the use of fat or oil which serves as the medium of direct heat transfer with the food [63, 95]. The transfer of heat, oil, and air during the frying process brings about changes like loss of moisture, oil uptake, starch gelatinization, aromatization, denaturation of protein, and changes in the color of the food. The changes in food and oil are largely dependent on the food property, the quality of oil, heating process, length of immersion, the rate at which air mixes with the oil, temperature, and the quality of the frying medium [96]. Frying could lead to the release of toxic products through oxidation, which usually occurs when oil is continuously used under high temperatures and atmospheric air [97]. The frying method of cooking was reportedly used in the preparation of traditional snacks commonly known as “akara” or “beans ball”, a snack widely eaten in Nigeria. The grains were soaked overnight and dehulled before wet milling (paste) and spicing. The frying medium (groundnut oil) was heated to 185-1900c, and the total frying time was about 5 minutes (Table 2). The end product (akara) showed an increase in carbohydrate, gross energy, water absorption capacity, oil absorption capacity, bulk density, and gelation capacity. Meanwhile, no significant difference was reported in accepting the AYB akara from the usual cowpea akara [71]. In like manner, the frying method was used in preparing Kokoro a popular snack in South-West Nigeria. The Kokoro process involved deep-frying the paste constituted from the AYB-Maize blend for about 10 minutes. The proximate analysis conducted on the Kokoro showed an increase in protein, sugar, ash, moisture, potassium, and calcium as the proportion of AYB flour increases. On the contrary, a decrease in fat and starch was observed with an increase in AYB flour [72]. Furthermore, the frying process was used to produce AYB cheese, using palm oil as the frying medium. The sensory evaluation indicated a general acceptance of the AYB cheese [73].
2.1.5 Baking
The baking process is a method whereby the raw dough is transformed into crumb and crust texture, under the influence of heat. During baking, the changes that occur include the crust formation, yeast inactivation, coagulation of protein, volume expansion, starch gelatinization, and moisture loss [98, 99, 100]. The baking approach was used in producing cookies from AYB-wheat composite flour. The cookies were baked for 20 minutes using an oven mark of 1800c. The nutritional analysis of the cookies showed an increase in protein content from 8.59 to 9.35% fat from 3.84 to 4.63%, ash from 4.84 to 5.21%, and crude fiber from 3.84 to 4.22%. An increase in mineral content corresponding to a percentage increase in the level of AYB flour was also observed [74].
2.2 Technological gap in the evaluation of AYB cooking time
In AYB, the majority of the cooking time investigations were conducted using basic approaches like firewood, gas, and kerosene stove. No information is documented on the use of standard equipment such as texture analyzer and Mattson bean cooker; however, the use of Matson bean cooker and texture have been reported in several legumes.
2.2.1 Mattson bean cooker
One standard method of measuring cooking time in pulses is to evaluate using a Mattson bean cooker [101]. The equipment is easy to use, cost-effective, and generates unbiased data compared to other methods [90]. The use of Mattson cooker is recommended in grain genetic improvement for evaluating new varieties [66]. Mattson first developed the Mattson bean cooker, having 100 plungers [102], but was later redesigned to have 25 plungers [103]. The usage of the equipment involves placing individual presoaked seeds on each of the saddle on the rack such that the tip of each plunger comes in contact with the surface of the seed. The weight of each plunger can be optimized to suit the size of the target grain by adjusting the number of lead buckshot inside each plunger. To initiate the cooking test, the lower part of the cooking rack is immersed in a boiling water bath up to half of its height. When a seed reaches tenderness, the plunger penetrates that particular seed and drops a short distance through the hole in the saddle. The top of a plunger that has dropped (penetrated a seed) will be lower than the top of the plungers which are yet to drop. The scenario makes it visibly easy to identify the plunger that has penetrated its seed [66, 90]. The cooking time for a set of seeds (25) has been explained differently by researchers; the cooking time was defined as the time required for 100% of the seeds to get penetrated [104]. In an additional study, the cooking time was recorded as the time 92% of seeds got penetrated [105]. Operating the Mattson cooker requires the uninterrupted attention of the user; the user manually records the time each plunger penetrates a seed the situation becomes more critical when multiple plungers penetrate at the same time. To overcome the bottleneck of manual recording several researchers have reported the use of an automated Mattson cooker where the cooking time is automatically recorded [66, 90, 106].
2.2.2 Texture analysis
The texture is an important trait of food characterized by its mechanical, geometrical, surface, and body attributes detected by senses of vision, hearing, touch, and kinesthetics [107, 108]. The mechanical attributes have to do with the qualities of the food under stress conditions; like hardness, cohesiveness, elasticity, and adhesiveness. In contrast, the geometrical attributes are related to the size, shape, and structural arrangement of the product. The surface attribute has to do with the sensations produced (in the mouth) around or in the surface of the product by moisture and fat or either of the two; similarly, the body attributes are related to the feelings produced in the mouth and how the moisture and fat or both are released [109]. Of recent, instrumental texture analysis has proven to be efficient in evaluating the mechanical and physical qualities of the raw and finished product, of which the application of texture analyzer is a well-established protocol. A texture analyzer is used for evaluating the hardness, fragility, adhesiveness, springiness, cohesiveness, gumminess, chewiness, and resilience of food [54, 88]. The instrument is easy to operate; it eliminates subjective judgment, as may be found in sensory evaluations [109]. The selection of a probe for use during analysis is dependent on the type of test, which could be a compression test, penetration (puncture) test, traction (tension). The different texture analysis test types were previously reviewed [109]. The texture analyzer has been applied in several texture studies in legumes, fruits, vegetables, meat, milk, among others [109, 110].
3. Methods of reducing cooking time in AYB
Several studies have reported a significant decrease in cooking time after seeds were subjected to processing methods like presoaking, dehulling, frying, steaming, and blanching [43, 71, 111, 112].
3.1 Presoaking of seeds
Presoaking is a long-age traditional practice used in homes to reduce cooking time, especially in grain legumes. The approach is flexible, simple, and common both at the domestic and industrial levels. The process involves the imbibition of water through the outer cuticle, the seed coat, and then into the cotyledons; [69, 113]. The first step in imbibition is the penetration of water by the seed, and the process can be through the seed coats since the seed coat has high fiber content and thus high-water holding capacity. Water inhibition can also occur through the micropyle or hilum; when the water reaches the cotyledons, the seed starts to absorb water and swell until the seeds attain their maximum water uptake capacity. Presoaking of seed before cooking enables the easy identification of unhydrated seeds, which can be discarded to achieve uniform cooking time. The procedure reduces cooking time because the hydrated seeds acquire a soft texture and thereby speeding up the cooking process and shortening the cooking time [114]. Also, soaking aid the easy identification of hydratable seeds and improves the nutrient quality of foods since the soaked content is usually discarded. Soaking grains before cooking is a good practice used traditionally in increasing food safety especially in situations when consumers have no idea of the storage preservatives used for the target grain.
The effect of presoaking in shortening the cooking time of AYB’s seed was reported by several authors. Presoaking AYB seeds in distilled water over a varying time of 6, 12, 18, and 24 hours reduced cooking time by 50%. The process also reduced the level of tannin and phytate, in addition to improving in-vitro protein digestibility. Soaking for 12 hours was the most effective in reducing cooking time, tannin, phytate, and in-vitro protein digestibility; however, soaking for 24 hours before dehulling was observed to significantly increase crude protein level by 16% [43]. In a similar study, AYB seeds were presoaked each in 0.20%, 0.40%, 0.60%, 0.80% and 1.00% of akanwu (sodium sesquicarbonate), and common salt (sodium chloride) and water for a duration of 6, 12, 18, 24, 30, 36 hours. Seeds soaked for 6 hours in 0.060% akanwu and 1.00% common salt showed a 50% decrease in cooking time, while seeds soaked in tap water achieved a 50% reduction in cooking time after 24 hours of presoaking. Meanwhile, seeds presoaked in tap water took about 180 minutes to get tender [112]. According to a study, a 50% reduction in cooking time was achieved when seeds were presoaked for 12 hours in either 1% potash or 4% common salt. Seeds soaked for 12 hours in 4% common salt reached tenderness after 45 minutes of cooking however seeds that were not soaked remained hard even after 60 minutes of cooking [111]. In a similar experiment, presoaking seeds in a different medium (water, alkali, brine, alkaline-brine) reduced the cooking time to a considerable level; the most effective medium was alkaline-brine, with a maximum cooking time of 100 minutes as against 210 minutes reported for cooking dry raw seeds [115]. In a separate study, AYB grains soaked overnight reached tenderness after 60 minutes of cooking [71]. Notably, aside from reducing cooking time, presoaking is also effective in investigating nutrient and anti-nutrient content [15, 43, 116, 117, 118, 119].
3.2 Dehulling
Dehulling is a procedure through which seed coats or testa are removed either mechanically or using a machine. In most traditional setting, the process is carried out using either mortar and pestle or grinding stone, depending on the available option. Dehulled seeds have a good appearance in texture, cooking quality, palatability, and ease in digestibility. The approach reduces cooking time in grains legumes because during the dehulling process impermeable seed coats which usually prevent water uptake are removed [120]. Dehulled AYB grains showed the shortest cooking time of 35 minutes as against 80 and 150 minutes reported for whole seeds and soaked seeds, respectively [121]. The dehulling approach was observed to have a significant effect on the functional properties of AYB flour; a higher bulk density (0.93 g/cm3) was reported as against the bulk density (0.59 g/cm3) in cowpea and pigeon pea (0.70 g/cm3). Similarly, the swelling index (5.9 g/cm3) of dehulled AYB flour is more than the observed value in cowpea (3.7 g/cm3) and pigeon (4.1 g/cm3). The water absorption capacity (2.8 ml/h20/g) in dehulled AYB flour was also higher than the observed in cowpea (1.2 ml/h20/g) and pigeon pea (2.4 ml/h20/g) [122]. In a further experiment, a higher water capacity of 71 ml/g was observed for dehulled AYB than the value of 60 ml/g reported for raw samples [71].
About 80–90% of the total amount of potential anti-nutrient factors (polyphenols) in grain legumes are found in the seed coats, and thus dehulling has proven to be effective in reducing anti-nutrient contents especially those found in the seed coats [123, 124]. Authors reported a drastic reduction in oxalate, phytate, saponin, trypsin inhibitor, and tannin content of dehulled AYB flour [122]. Similarly, an increase in protein but a decrease in calcium and iron was reported for dehulled AYB flour [43]. In a separate study, the proximate analysis of dehulled AYB flour showed high protein content, high carbohydrate concentration, and sufficient level of amino acid [125].
3.3 Other processing methods in AYB
3.3.1 Fermentation
Fermentation increases the bioaccessibility and bioavailability of nutrients and sensory quality in addition to shelf life [126, 127]. The process involves the biochemical modification of food by microorganisms and their enzymes [128]; the process is capable of disrupting the activities of pathogens [126, 129]. The fermentation process was explored for the preparation of “tempeh” from AYB grains; tempeh is a traditional food usually made from fermented soybean or soybean already broken down by microorganisms. The procedures for making AYB tempeh included: cooking presoaked grains for 45 minutes at 1000c and inoculating the cooked grains with spore suspension to initiate fermentation. The inoculated grains were allowed to ferment over 42 hours. The final product showed significant changes in crude protein and carbohydrate. An increase in protein and amino nitrogen content was reported whereas a decrease in carbohydrates was observed. The quality of the AYB tempeh was acceptable to a large number of sensory panelists [130]. Meanwhile, some authors reported the minimal effect of fermentation on calcium, iron, magnesium, and zinc contents. However, they reported about a 34% reduction in phytate level and only tannin traces were detected [43]. Further research investigated the solid (3 days) and liquid (62 days) state fermentation approaches in making sauce from AYB grains. The prepared sauce revealed an increase of 11.94%, 4.85%, and 16.75% in ash, protein, and carbohydrate contents respectively. The sensory evaluation showed the acceptability of the AYB sauce was not significantly different from the level of acceptance of the commercial soy sauce in terms of color, aroma, and flavor [131].
Other studies used the fermentation process to formulate a yogurt-like product from dehulled and whole AYB grains. The process involved: the extraction of milk from grains which was followed by inoculation with a starter culture. For fermentation to occur, the inoculated milk was kept undisturbed over a time frame of 12 hours. The analysis of the formulated AYB yogurt presented a high total viable and Lactobacilli counts. As storage time increases, a decrease in the microbial load of the yogurt was observed [132]. In a similar experiment, raw AYB grains fermented for 48 hours showed an increase in protein and oil content [70]. “Dawa-Dawa” a traditional condiment was reportedly prepared through fermentation. The grains were boiled in water laced with “potash”, the boiled grains were later dehulled and allowed to ferment at room temperature for 72 hours. The proximate analysis of the “Dawa-Dawa” showed an increase in crude protein from 22.00 to 32.80% and crude fibers from 5.70 to 7.77%, ash content increased from 3.20 to 4.60%, and lipid from 1.20 to 1.38%. Nevertheless, a decrease in carbohydrates from 74.20 to 57.21% was observed in the product [133].
3.3.2 Germination
Germination is a complex process that involves a mature seed to make an immediate change from maturation to the germination-driven stage and prepare for seedling growth [134]. The stages of germination include uptake of water by the seeds (imbibition) and the second phase is the reinitiating of metabolic processes followed by the emergence of the radicle through the seed envelopes. The germination process was used to prepare flour from AYB grains. The grains were soaked in water at room temperature for 48 hours. After soaking, the grains were allowed to sprout for 96 hours and subjected to oven drying. The dried grains were further dehulled and milled into flour. The germinated AYB-wheat composite flour showed an increase in protein; for every increase in the percentage of AYB flour [74].
4. Molecular perspectives for shortening cooking time in AYB
4.1 Seed hardness attribute
Seed hardness is an important quality of grain legumes; the trait acts as a barrier against seed coat pathogens and seed damage. Likewise, it affects germination, seed processing, and cooking time [82, 135]. Seed hardness is heritable but can also be influenced by environmental conditions at production and storage time [81, 82]. The genetic factors responsible for seed hardness are not well understood; however, the roles of a few genes have been documented [82]. The influence of the environment on seed hardness is reflected in the hard-to-cook phenomenon, which is not also independent of genetic influence [82, 84]. Understanding the genetic basis of cooking time in AYB is a necessity for improving the trait. It is noteworthy that genetic architecture in cooking time is yet to be reported in AYB; thus, no molecular approach has been documented in studying AYB’s cooking time. Molecular techniques like GWAS and QTL could locate loci that controlled cooking time and thereby facilitate the identification of fast cooking lines. Likewise, new breeding techniques, including ZFNs, TALENS, and CRISPR/Cas9, have provided researchers the flexibility to insert desired traits precisely and quickly.
4.2 DNA technology
Previously, it would require about 7–10 years to transfer a target trait from a species to an adapted cultivar. The conventional process requires, handling a large number of progenies and several cycles of field evaluation. However, with molecular biology, a gene can be transferred in a single experiment, and within 5–6 years the new cultivar could exhibit a stable gene expression [136]. Presently, advances in plant molecular biology have provided processes and platforms through which the genetic architecture of traits can be well understood, manipulated, and transferred from different backgrounds [136, 137]. In addition, through DNA technology, gene sequences and functions can be accessed. Similarly, specific region (s) on the chromosome can be identified, molecular markers can be developed and genetic maps can be constructed, among many other possibilities. Genetic manipulation using physical, chemical, and biological mutagenesis presents added advantages with an enormous contribution to crop improvement. Among the widely used DNA technology reported in crop improvement programs are Genome-Wide Association Study (GWAS), Quantitative Trait Loci (QTL) Mapping, and Genome Editing.
4.2.1 GWAS
Over the years, GWAS has been implemented across a wide variety of crops such as soybean, maize, common bean, sorghum, and rice [55, 138, 139, 140, 141]. GWAS identifies genetic variants across the genome and associates the variants with the target phenotype. The commonly used GWAS approach involves identifying single nucleotide polymorphism (SNPs) markers and testing each marker for evidence of an association between the marker and the trait of interest. The marker-trait association approach relies on linkage disequilibrium (LD) between markers and causal polymorphisms [142, 143]. To minimize false genotype–phenotype association that may arise from population structure, a linear mixed model analysis option is usually implemented. The application of GWAS has contributed significantly to identifying candidate genes; identified markers can be mapped to reference genomes, and thereafter candidate genes can be identified [143]. Once genomic regions of a target trait and the corresponding alleles at each locus are identified, the allele can be incorporated into another variety through crosses. The resultant progenies with the desired allele combination can be subjected to marker-assisted selection. GWAS in combination with marker-assisted breeding offers great gains for improving quantitative traits with low heritability [136].
4.2.2 QTL mapping
QTLs are phenotypically defined regions on the chromosome that contribute to allelic variation for a biological trait [144]. QTL technique has become a popular approach [144, 145] used to study complex traits [146, 147]. The application of QTL analysis in crop improvement was reported by several authors [82, 148]. Regions on the chromosomes that significantly affect variations of quantitative traits are identifiable through QTL mapping. The ability to locate chromosomal region (s) is important in identifying target genes and in understanding the genetic mechanism of genetic variation. Majorly, QTL mapping reveals information on QTL’s having a significant effect on trait variation, and also answers the question to what extent is the variation due to additive, dominant, and epistasis effects of the QTL? The mapping of QTL also shows the genetic correlation of different traits and also answers the question does the QTL interact with the environment? [149]. The ability of QTL mapping to unravel and, at the same time provide answers to genetic questions makes it a powerful technique in crop improvement.
4.2.3 Genome editing
The discovery of genome editing technologies has revolutionized plant and animal research. Through genome editing, researchers can introduce sequence-specific modifications into the genome of different cell types and organisms. The site-specific nucleases (SSNs) have successfully been used in precise gene editing. The SSNs create double-stranded breaks (DSB) in the target DNA. The DSB is repaired through non-homologous end joining (NHEJ) or homolog-directed recombination (HDR) pathways resulting in insertion/deletion (INDELS) and substitution mutations in the target region (s), respectively [150, 151]. The technology produces defined mutant; also, the edited crops typically carry the desired trait [152]. Gene editing has been reported in plants including Arabidopsis [153], rice [154], and other crops, The genome editing techniques include meganucleases, zinc finger nucleases (ZFNs), transcription activator-like effector nucleases (TALENs), clustered regularly interspaced palindromic repeats (CRISPR/Cas9). These techniques have been extensively reviewed [151, 155].
5. Conclusion
Despite the unique attribute of AYB as a seed and tuber producing crop, the crop is underutilized due to identified limitations, including long cooking hours and the abundance of anti-nutrition. Different cooking hours have previously been reported for AYB grains; the lengthiest cooking duration was 24 hours. The cooking hours were observed to be dependent on the cooking methods used, the energy source, and the germplasm considered. The boiling cooking method presented the most prolonged cooking hours (24) while roasting gave rise to the least cooking time of 5 minutes. The diverse cooking methods experimented within AYB effectively reduced the level of anti-nutrient content in the grains. Nevertheless, processing methods such as presoaking and dehulling were observed as the most effective in improving both cooking time and nutritional contents. Fermentation and germination likewise showed positive effects in enhancing the nutrient quality of AYB food products.
Furthermore, the application of recommended equipment like the Mattson bean cooker and texture analyzer could efficiently evaluate cooking time and seed hardness across AYB germplasm. The adequate phenotyping of cooking traits using basic and standard equipment will provide definite baseline information that breeders could use to select parental materials for hybridization and genetic improvement of cooking traits. Additionally, DNA technology which has proven to be effective in providing solutions to complex problems could be exploited through GWAS, QTL mapping, and genome editing for the improvement of AYB’s cooking attributes. Conclusively, the present review is targeted at stimulating researchers’ interest in developing AYB cultivars with reduced cooking time.
Conflict of interest
The authors declare no conflict of interest.
\n',keywords:"Seed hardness, Mattson Bean Cooker, GWAS, QTL, Cooking Time",chapterPDFUrl:"https://cdn.intechopen.com/pdfs/79467.pdf",chapterXML:"https://mts.intechopen.com/source/xml/79467.xml",downloadPdfUrl:"/chapter/pdf-download/79467",previewPdfUrl:"/chapter/pdf-preview/79467",totalDownloads:129,totalViews:0,totalCrossrefCites:0,dateSubmitted:"July 3rd 2021",dateReviewed:"July 28th 2021",datePrePublished:"December 21st 2021",datePublished:null,dateFinished:"November 26th 2021",readingETA:"0",abstract:"African yam bean, an underutilized legume usually cultivated for its edible tubers and seeds, is known for its nutrition-rich qualities; however, the crop’s level of consumption is low. The underutilization of the crop could be attributed to several constraints, including long cooking hours of up to 24 hours. Cooking time is an important food trait; it affects consumers’ choices, nutrients content, and anti-nutrient conditions. Additionally, foods requiring long cooking hours are non-economical in terms of energy usage and preparation time. The prolonged cooking time associated with AYB places enormous limitations on the invaluable food security potentials of the crop. Therefore, the availability of AYB grains with a short cooking time could lift the crop from its present underused status. To efficiently develop AYB grains with reduced cooking time, information on the crop’s cooking variables is a prerequisite. This review presents available information on variations in cooking time, cooking methods, and processing steps used in improving cooking time and nutrient qualities in AYB. Likewise, the review brings to knowledge standard procedures that could be explored in evaluating AYB’s cooking time. This document also emphasizes the molecular perspectives that could pilot the development of AYB cultivars with reduced cooking time.",reviewType:"peer-reviewed",bibtexUrl:"/chapter/bibtex/79467",risUrl:"/chapter/ris/79467",signatures:"Ndenum Suzzy Shitta, Alex Chukwudi Edemodu, Wosene Gebreselassie Abtew and Abush Abebe Tesfaye",book:{id:"12236",type:"book",title:"Legumes Research - Volume 2",subtitle:null,fullTitle:"Legumes Research - Volume 2",slug:null,publishedDate:null,bookSignature:"Dr. Jose Carlos Jimenez-Lopez and Dr. Alfonso Clemente",coverURL:"https://cdn.intechopen.com/books/images_new/12236.jpg",licenceType:"CC BY 3.0",editedByType:null,isbn:"978-1-80356-915-4",printIsbn:"978-1-80356-914-7",pdfIsbn:"978-1-80356-916-1",isAvailableForWebshopOrdering:!0,editors:[{id:"33993",title:"Dr.",name:"Jose Carlos",middleName:null,surname:"Jimenez-Lopez",slug:"jose-carlos-jimenez-lopez",fullName:"Jose Carlos Jimenez-Lopez"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}},authors:null,sections:[{id:"sec_1",title:"1. Introduction",level:"1"},{id:"sec_1_2",title:"1.1 African yam bean",level:"2"},{id:"sec_2_2",title:"1.2 Structure of African yam bean seeds",level:"2"},{id:"sec_4",title:"2. Cooking quality in African yam bean",level:"1"},{id:"sec_4_2",title:"2.1 Cooking method reported in AYB",level:"2"},{id:"sec_4_3",title:"2.1.1 Boiling",level:"3"},{id:"sec_5_3",title:"2.1.2 Roasting",level:"3"},{id:"sec_6_3",title:"2.1.3 Steaming",level:"3"},{id:"sec_7_3",title:"2.1.4 Frying",level:"3"},{id:"sec_8_3",title:"2.1.5 Baking",level:"3"},{id:"sec_10_2",title:"2.2 Technological gap in the evaluation of AYB cooking time",level:"2"},{id:"sec_10_3",title:"2.2.1 Mattson bean cooker",level:"3"},{id:"sec_11_3",title:"2.2.2 Texture analysis",level:"3"},{id:"sec_14",title:"3. Methods of reducing cooking time in AYB",level:"1"},{id:"sec_14_2",title:"3.1 Presoaking of seeds",level:"2"},{id:"sec_15_2",title:"3.2 Dehulling",level:"2"},{id:"sec_16_2",title:"3.3 Other processing methods in AYB",level:"2"},{id:"sec_16_3",title:"3.3.1 Fermentation",level:"3"},{id:"sec_17_3",title:"3.3.2 Germination",level:"3"},{id:"sec_20",title:"4. Molecular perspectives for shortening cooking time in AYB",level:"1"},{id:"sec_20_2",title:"4.1 Seed hardness attribute",level:"2"},{id:"sec_21_2",title:"4.2 DNA technology",level:"2"},{id:"sec_21_3",title:"4.2.1 GWAS",level:"3"},{id:"sec_22_3",title:"4.2.2 QTL mapping",level:"3"},{id:"sec_23_3",title:"4.2.3 Genome editing",level:"3"},{id:"sec_26",title:"5. Conclusion",level:"1"},{id:"sec_30",title:"Conflict of interest",level:"1"}],chapterReferences:[{id:"B1",body:'Unicef. 2020. Available from: https://www.unicef.org/reports/state-of-food-security-and-nutrition-2020 [Accessed 2021-06-04]'},{id:"B2",body:'FOA. 2017. The future of food and agriculture—Trends and challenges. Rome: Food and Agriculture Organization of the United Nations (2017). Available from: http://www.fao/3/i6583e.pdf [Accessed 2021-06-23]'},{id:"B3",body:'Ray DK, Mueller ND, West PC, Foley JA. Yield trends are insufficient to double global crop production by 2050. PLoS one. 2013;8.e66428. DOI: 10.1371/journal.pone.0066428'},{id:"B4",body:'Cazzato E, Laudadio V, Stellacci AM, Ceci E, Tufarelli V. Influence of sulphur applicationon protein quality, fatty acid composition and nitrogen fixation of white lupin (Lupinus albus L.). European Food Research Technology. 2012;235:963-969. DOI: 10.1007/s00217-012-1817-5'},{id:"B5",body:'Ntatsi G, Karkanis A, Yfantopoulos D, Olle M, Travlos I, Thanopoulos R, Bilalis D, Bebeli P, Savvas D. Impact of variety and farming practices on growth, yield, weed flora and symbiotic nitrogen fixation in faba bean cultivated for fresh seed production. Acta Agriculturae Scandinavica Section B-Soil and Plant Science. 2018; 38:619-630. DOI: 10.1080/09064710.2018.14522286'},{id:"B6",body:'Maitra S, Shankar T, Banerjee P. Potential and advantages of maize-legume intercropping system. In: Hossain A, editor. Maize Production and Use. London: IntechOpen; 2020. p. 1-14. DOI: 10.5772/intechopen.91722'},{id:"B7",body:'Cakir O, Ucarli C, Tarhan C, Pekmez M, Turgut-kara N. Nutritional and health benefits of legumes and their distinctive genomic properties. 2019;39:1-12. Food Science and Technology. DOI: 10.1590/fst.42117'},{id:"B8",body:'Alemneh AA, Zhou Y, Ryder MH, Denton MD. Mechanism in plant growth-promoting rhizobacter that enhance legume-rhizobial symbioses. Journal of Applied Microbiology. 2020;129:1133-1156. DOI: 10.1111/jam.14754'},{id:"B9",body:'Shitta NS, Abtew WG, Ndlovu N, Oselebe HO, Edemodu AC, Abebe AT. Morphological characterization and genotypic identity of African yam bean (Sphenostylis stenocarpa Hochst ex.A. Rich. Harms) germplasm from diverse ecological zones. Plant Genet. Resources Characterization and Utilization. DOI: 10.1017/s1479262121000095'},{id:"B10",body:'Amoatey HM, Klu GYP, Bansa D, Kumaga FK, Aboagye LM, Benett-larley SO, Gamedoagbao DK (2000) African yam bean (Sphenostylis stenocarpa) A neglected crop in Ghana. West African Journal of Applied Ecology. 2000; 1:53-60. DOI: 10.4314/wajae.v1i1.40570'},{id:"B11",body:'Saka JO, Adeniyan ON, Akande SR, Balogun MO. An economic evaluation of intercropping African yam bean, Kenaf and Maize in the rain forest zone of Nigeria. Middle East Journal of Scientific Research 2007;2:1-8'},{id:"B12",body:'Adewale BD, Odoh NC. A review on genetic resources, diversity, and agronomy of African yam bean (Sphenostylis stenocarpa (Hochst. ex A. Rich.) Harms): A potential future food crop. Sustainable Agriculture Research. 2013;2:32-43. DOI: 10.5539/sar.v2n1p32'},{id:"B13",body:'Aremu CO, Ariyo OJ, Adewale BD. Assessment of selection techniques in genotypes × environment interaction in cowpea Vigna unguiculata (L) walp. African Journal of Agricultural Research. 2007;2:352-355'},{id:"B14",body:'Malumba P, Denis BM, Joseph KK, Doran L, Danthine S, Bera F. Structural and physicochemical characterization of Sphenostylis stenocarpa (Hochst. ex A. Rich.) Harms tuber starch. Food Chemistry. 2016;212:305-312. DOI: 1016/j.foodchem.2016.05.181'},{id:"B15",body:'Nwokolo E. African yam bean (Sphenostylis stenocarpa (Hoechst ex. A. Rich) Harms.) In: Nwokolo E, Smart J, editors. Food and Feed from Legumes and Oilseed, Boston: Springer; 1996. p. 182-188. DOI: 10.1007/978-1-4613-0433-3_18'},{id:"B16",body:'Afolabi CG, Ogunsanya OM, Lawal OI. Evaluation of some African yam bean (Sphenostylis stenocarpa (Hochst. Ex A. Rich) accessions for resistance to flower bud and pod rot diseases. Current Plant Biology. 2019;20:1-5. DOI: 10.1016/j. cpb.2019.100126'},{id:"B17",body:'Ecocrop.Ecocrop database, FAO.2009. Available from: http://ecocrop.fao.org/ecocrop/srv/en/home. [Accessed: 2020-08-23]'},{id:"B18",body:'Verdcourt B, Doygaard S. Sphenostylis E. Mey. In: Pope GV, Polhill RM, editors. Flora Zambesiaca. London: Kew; 2001.p. 68-73'},{id:"B19",body:'Nwosu JN. Evaluation of the proximate composition and antinutritional properties of African yam bean (Sphenostylis sternocarpa) using malting treatment. International Journal of Basic and Applied Sciences. 2013;2:157-169'},{id:"B20",body:'Nnamani CV, Ajayi SA, Oselebe HO, Atkinson CJ, Igboabuchi AN, Ezigbo EC. Sphenostylis stenocarpa (ex. A. Rich.) Harms a fading genetic resource in a changing climate: prerequisite for conservation and sustainability. Plants. 2017;6:1-16. DOI: 10.3390/plants6030030'},{id:"B21",body:'Adewale BD, Kehinde OB, Odu BO, Dumet DJ. The potentials of African yam bean (Sphenostylis stenocarpa Hochst. ex. A. Rich) Harms in Nigeria: character distribution and genetic diversity. In: Smart J, Haq N Editors. New Crops and Uses: their role in a rapidly changing world. Chichester: RPM; 2008. p. 265-276'},{id:"B22",body:'Ukom AN, Ndudim S, Nwanagba LN. Effects of fermentation periods on the nutrient quality and sensory acceptability of African yam bean (Sphenostylis stenocarpa) porridge. Nigerian Journal of Biotechnology. 2019;36:9-16. DOI: 10.4314/njb.v36i1.2'},{id:"B23",body:'Adewale BD. Genetic diversity, stability and reproductive biology of African yam bean Sphenostylis stenocarpa (Hochst. ex A.Rich) Harms [thesis]. Abeokuta: University of Agriculture; 2011.'},{id:"B24",body:'Soetan KO, Olaiya CO, Karigidi KO. Comparative invitro antioxidant activities of six accessions of African yam beans (Sphenostylis stenocarpa) Annals. Food Science and Technology. 2018;19:455-446'},{id:"B25",body:'Baiyeri SO, Uguru MI, Ogbonna PE, Samuel-Baiyeri CCA, Okechukwu R, Kumaga FK, Amoatey C. Evaluation of the nutritional composition of the seeds of some selected African yam bean (Sphenostylis stenocarpa Hochst ex. A. Rich (Harms) accessions. Journal of Tropical Agriculture, Food, Environment and Extension. 2018;17:37-44. DOI: 10.4314/as.v17i2.5'},{id:"B26",body:'Adegboyega TT, Abberton MT, Abdelgadir AH, Dianda M, Maziya-Dixon B, Oyatomi OA, Ofodile S, Babalola OO. Evaluation of nutritional and anti-nutritional properties of African yam bean (Sphenostylis stenocarpa (Hochst ex.A.Rich.) Harms.) seeds. Journal of Food Quality. 2020;20:1-11. DOI: 10.1155/2020/6569420'},{id:"B27",body:'Abbey BW, Berezi PE. Influence of processing on the digestibility of African yam bean Sphenostylis stenocarpa(Hochst Ex A. Rich) Harms. Nutrition Reports International. 1988;37:819-827'},{id:"B28",body:'National Research Council (NRC). Lost Crops of Africa: Volume II: Vegetables, Development, Security, and Cooperation. Washington D.C; National Academy of Science. 322-344 p. DOI. 2007;10:17226/11763'},{id:"B29",body:'Ohanmu EO, Ikhajiagbe B, Edegbai BO. Nitrogen distribution pattern of African yam bean (Sphenostylis stenocarpa) exposed to cadminum stress. Journal of Applied Sciences and Environmental Management. 2018;22:1053-1057. DOI: 10.4314/jasem.v22i7.10'},{id:"B30",body:'Dukes JA. Handbook of legumes of world economic importance. New York: Plenum Press; 1981. 1-354 p. DOI: 10.1007/978-1-4684-8151-8'},{id:"B31",body:'Uguru MI, Madukaife SO. Studies on the variability in agronomic and nutritive characteristics of African yam bean (Sphenostylis stenocarpa Hochst. Ex. A. Rich Harms). Plant Production and Research Journal. 2001;6:10-19'},{id:"B32",body:'Akande SR, Olakojo SA, Ajayi SA, Owolade OF, Adetumbi JA, Adeniyan ON, Ogunbodede BA. 2012. Planting date effects cowpea seed yield and quality at southern guinea savanna of Nigeria. Seed Technology. 2012;34:51-60. Available from: http://jstor.org/stable/23433635 [Accessed: 2021-03-12]'},{id:"B33",body:'Oagile O, Mmolotsi R, Segwagwe A, Babili TP. African yam bean (Sphenostylis stenocarpa) nodulates promiscuously with rhizobium indigenous to soils of Botswana. Journal of Plant Studies. 2012;1:109-113. DOI: 10.5539/jps.vIn2p109'},{id:"B34",body:'Ojuederie OB, Balogun MO. Genetic variation in nutritional properties of African yam bean (Sphenostylis stenocarpa Hochst ex. A. Rich. Harms) accessions. Nigerian Journal of Agriculture Food and Environment. 2017;13:180-187'},{id:"B35",body:'Anya MI, Ozung PO. Proximate, mineral and anti-nutritional composition of raw and processed African yam bean (Sphenostylis stenocarpa) seeds in Cross River state, Nigeria. Global Journal of Agricultural Sciences 2019;18:19-29. DOI: 10.4314/gjass.v18i1.3'},{id:"B36",body:'Konyeme TE, Nyananyo BL, Tanee FBG. Diversity in proximate analysis of tubers of some African yam bean (Sphenostylis stenocarpa) (Hochst Ex. A. Rich.) Harms (Fabaceae) accessions. Journal of Applied Sciences and Environmental Management. 2020;24:1787-1793. DOI: 10.4314/jasem.v24i10.12'},{id:"B37",body:'Onuoha CH, Harry BJ, Eze SO. Evaluation of nutrients and anti-nutritional factors of different species of African Yam Bean (Sphenostylis stenocarpa). European Journal of Basic and Applied Sciences. 2017;4:1-8'},{id:"B38",body:'Ojuederie OB, Ajiboye JA, Babalola OO. Biochemical and histopathological studies of key tissues in healthy male wistar rats fed on African yam bean seed and tuber meals. Journal of Food Qulaity. 2020;20:1-10. DOI: 10.1155/2020/8892618'},{id:"B39",body:'Potter D. Economic Botany of Sphenostylis (Leguminosae). Economic Botany 1992;46: 262-275. DOI: 10.1007/bf02866625'},{id:"B40",body:'Nnamani CV, Atkinson CJ, Nwite JE. Etymology of folk nomenclatures for Sphenostylis stenocarpa (Hochst ex A. Rich) Harms. Preprints. 2019;1-19. DOI: 10.20944/preprints201903.0044.V1.'},{id:"B41",body:'KIu GYP, Amoatey HM, Bansa D, Kumaga FK. Cultivation and use of African yam bean (Sphenostylis stenocarpa) in the Volta Region of Ghana. Journal of Food Technology in Africa. 2001;6:74-77. DOI: 10.4314/jfta.v6i3.19292'},{id:"B42",body:'Okigbo BN. Introducing the yam bean (Sphenostylis sternocarpa) (Hochst.ex A. Rich) Harms. In: Proceedings of the first IITA Grain Legume Improvement Workshop 29 October-2 November 1973; Nigeria. IITA: Ibadan; 1973. p. 224-238'},{id:"B43",body:'Ene-Obong HN, Obizoba IC. Effect of domestic processing on the cooking time, nutrients, anti-nutrients and in vitro protein digestibility of the African yam bean (Sphenostylis stenocarpa). Plant Foods for Human Nutrition. 1996;49:43-52. DOI: 10.1007/BF01092521'},{id:"B44",body:'Njoku HO, Ofuya CO. Effect of pretreatment on the cooking time of the African yam bean (Sphenostylis stenocarpa) Journal of Food Science. 1989;54:758-759. DOI: 10.1111/j.1365-2621.1989.tb04700.x'},{id:"B45",body:'Ezueh MI. African yam bean as a crop in Nigeria. World Crops. 1984;36:199-200'},{id:"B46",body:'Ajibade SR, Balogun MO, Afolabi OO, Ajomale KO, Fasoyiro SB. Genetic variation in nutritive and antinutritive content of African yam bean. Tropical Science 2005;5:144-148. DOI: 10.1002/ts.14'},{id:"B47",body:'Ndidi US, Ndidi CU, Abbas O, Aliyu M, Francis GB, Oche O. Proximate, antinutrients and mineral composition of raw and processed (Boiled and Roasted) Sphenostylis stenocarpa seeds from Southern Kaduna, Northwest Nigeria. International Scholarly Research Notices. 2014;2014:1-9. DOI: 10.1155/2014/280837'},{id:"B48",body:'Ajibola GO, Olapade AA. Physical, proximate and anti-nutritional composition of African yam bean (Sphenostylis stenocarpa) seeds varieties. Journal of Food Research. 2016;5:67-72. DOI: 10.55539/jfr.v5n2p67'},{id:"B49",body:'Sam SM. Nutrient and anti-nutrient constituents in seeds of Sphenostylis stenocarpa (Hochst. Ex. A. Rich.) Harms. African Journal of Plant Science. 2019;13:107-112. DOI: 10.5897/AJS2019.1763'},{id:"B50",body:'Adewale BD, Vroh-Bi I, Dumet DJ, Nnadi S, Kehinde OB, Ojo DK, Adegbite AE, Franco J. Genetic Diversity in African yam bean accessions based on AFLP markers: towards a platform for germplasm improvement and utilization. Plant Genetic Resources Characterization and Utilization.2015;13:111-118. DOI: 10.1017/S1479262114000707'},{id:"B51",body:'Ojuederie OB, Balogun MO, Akande SR, Korie S, Omodele T. Intraspecific variability in agro-morphological traits of African yam bean Sphenostylis stenocarpa (Hochst ex. A. Rich) Harms. Journal of Crop Science and Biotechnology. 2015;18:53-62. DOI: 10.1007/s12892-014-0109-y'},{id:"B52",body:'Agbolade JO, Popoola JO, Kioko JI, Adewale BD, Ajiboye AA, Ajewole TO, David OA, Komolafe RJ. Comparative genetic variability and traits heritability in vegetative and floral characters in accessions of two minor legumes. Indian Journal of Agricultural Research. 2018;53:78-183'},{id:"B53",body:'Aina IA, Ilori CO, Ekanem UO, Oyatomi O, Potter D, Abberton MT. Morphological Characterization and Variability Analysis of African Yam Bean (Sphenostylis stenocarpa Hochst. ex. A. Rich) Harms. International Journal of Plant Research. 2020;3:45-52. DOI: 10.5923/j.plant.20201003.01'},{id:"B54",body:'Wani IA, Sogi DS, Wani AA, Gill BS. Physical and cooking characteristics of some Indian bean (Phaseolus vulgaris L.) cultivars. Journal of the Saudi Society of Agricultural Sciences. 2017;16:7-15. DOI: 10.1016/j.jssas.2014.12.002'},{id:"B55",body:'Diaz S, Ariza-Suarez D, Ramdeen R, Aparicio J, Arunachalam N, Hernandez C, Diaz H, Ruiz H, Piopho HP, Raatz B. Genetic architecture and genomic prediction of cooking time in common bean (Phaseolus vulgaris L.). Frontiers in Plant Science. 2021;11:622213. DOI: 10.3389/fpls.2020.622213'},{id:"B56",body:'Popoola JO, Adegbite AE, Adewale BD, Odu BO. Morphological intraspecific variabilities in African yam bean (Sphenostylis stenocarpa Hochst. Ex. A. Rich) Harms. Scientific Research Essays. 2011;6:507-515'},{id:"B57",body:'Enwere NJ, Hung YC, Ngoddy PO. Texture and microstructure of African yam bean (Sphenostylis sternocarpa) products. Journal of Texture Studies 1990;21:377-394. DOI: 10.1111/j.1745-4603-1990.TB00489.X'},{id:"B58",body:'Silva HC, Luh BS. Scanning electron microscope studies on starch granules of red kidney beans and bean sprouts. Journal of Food Science. 1978;43:1405-1408. DOI: 10.1111/j.1365-2621.1978.tb02503.x'},{id:"B59",body:'Sefa-Dedeh S, Stanley DW. Textural implications of the microstructure of legumes. Food Technol. 1979;33:77-83'},{id:"B60",body:'Avanza MV, Chaves MG, Acevedo BA, Anon MC. Functional properties and microstructure of cowpea cultivated in north-east Argentina. LWT-Food Science and Technology. 2012;49:123-130. DOI: 10.1016/j.lwt.2012.04.015'},{id:"B61",body:'Mechling LC, Gast DL, Fields EA. Evaluation of a portable DVD player and system of least prompts to self-prompt cooking task completion by young adults with moderate intellectual disabilities. The Journal of Special Education. 2008;42: 179-190. DOI: 10.1177/0022466907313348'},{id:"B62",body:'McGowan L, Caraher M, Raats M, Lavelle F, Hollywood L, McDowell D, Spence M, McCloat A, Mooney E, Dean M. Domestic cooking and food skills: a review. Critical Reviews in Food Science and Nutrition. 2017;57:2412-2243. DOI: 10.1080/10408398.2015.1072495'},{id:"B63",body:'Pathare PB, Roskilly AP. Quality and energy evaluation in meat cooking. Food Engineering Reviews. 2016;8:435-447. DOI: 10.1007/s12393-016-9143-5'},{id:"B64",body:'Gibson R. The role of diet and host related factors in nutrient bioavailability. Food and Nutrition Bulletin. 2007;28:S77-100. 10.1177/15648265070281S108'},{id:"B65",body:'Siddiq M, Uebersax MA editors. Dry beans and pulses: Production, processing and nutrition. Hoboken: Wiley; 2012. 379 p. DOI: 10.1002/9781118448298'},{id:"B66",body:'Sabadoti VD, Miano AC, Augusto PED. Automation of Mattson bean cooker: A simple and a low-cost approach. Journal of food processing and preservation. 2020;44:e14769:1-10. DOI: 101111/jfpp.14769'},{id:"B67",body:'Faye M, Fulton J, Ibro G, Dushwaha S, Lowenberg-DeBoer J. Developing cowpea market opportunities in West Africa. Bean/Cowpea CRSP, Regional project research and training annual technical progress reports. Bean/Cowpea CRSP 2004, pp. 5-13'},{id:"B68",body:'Yeung H, Ehlers JD, Waniska RD, Alviola JN, Rooney LW. Rapid screening methods to evaluate cowpea cooking characteristics. Field Crops Research. 2009;112:245-252. DOI; 10.1016/j.fcr.2009.03.010'},{id:"B69",body:'Wood JA. Evaluation of cooking time in pulses: A review. Cereal Chemistry Journal. 2016;94:32-48. DOI: 10.1094/CCHEM-05-16-0127-FI'},{id:"B70",body:'Obatolu VA, Fasoyiro SB, Ogunsunmi L. Processing and functional properties of yam bean (Sphenostylis stenocarpa). Journal of Food Processing and Preservation. 2007;31:240-249. DOI: 10.1111j.1745-4549.2007.00112.x'},{id:"B71",body:'Achinewhu, S., Akah, G (2003) Chemical, functional and sensory properties of processed African yam beans (Sphenostylis stenocarpa) and cowpeas (Vigna unguiculata). Plant Foods for Human Nutrition. 2003;58:1-6. DOI: 10.1023/B:QUAL.0000040364.74521.d8'},{id:"B72",body:'Idowu AO. Nutrient composition and sensory properties of kokoro (a Nigerian snack) made from maize and African yam bean flour blends. International Food Research Journal. 2015;22:739-744'},{id:"B73",body:'Yusufu MI, Ikya JK, Gwaza TT. Production and quality evaluation of African yam bean cheese and cow milk cheese in different palm oil samples. International Journal of Innovative Food Science and Technology. 2018;1:20-27. DOI: 10.25218/IJIFST.2018.01.001.03'},{id:"B74",body:'Okoye JI, Obi CD (2017) Chemical composition and sensory properties of wheat-African yam bean composite flour cookies. Discourse Journal of Agriculture and Food Sciences 5:21-27'},{id:"B75",body:'Nwosu JN, Onuegbu NC, Ogueke CC, Kabuo NO, Omeire GC. Acceptability of moin-moin produced from blends of African yam bean (Sphenostylis stenocarpa) and cowpea (Vigna unguiculata). International Journal of Current Microbiology and Applied Science. 2014; 5:996-1004'},{id:"B76",body:'Frank-Peterside, N., Dosumu, DO, Njoku HO. Sensory evaluation and proximate analysis of African yam bean (Sphenostylis stenocarpa Harms) moimoi. Journal of Applied Sciences and Environmental Management. 2002;6:43-48. DOI: 10.4314/jasem.v6i2.17175'},{id:"B77",body:'Okafor GI, Usman GO. Production and evaluation of breakfast cereals from blends of African yam bean (Sphenostylis stenocarpa), maize (Zea mays) and defatted coconut (cocus nucifera). Journal of food processing and preservation. 2013;38: 1037-1043. DOI: 10.1111/jfpp.12060'},{id:"B78",body:'Obasi NE, Uchechukwu N, Eke-Obia E. Production and evaluation of biscuits from Africa yam bean (Sphenostylis stenocarpa) and wheat (Triticum aestivum) flours. Food science and quality management. 2012;7:5-12'},{id:"B79",body:'Eke OS, Akobundu ENT. Functional properties of African yam bean (Sphenostylis stenocarpa) seed flour as affected by processing. Food Chemistry. 1993;48:337-340. DOI: 10.1016/0308-8146(93)90314-6'},{id:"B80",body:'Ene-Obong HN. Nutritional evaluation, consumption pattern and processing of the African yam bean (Sphenostylis stenocarpa) [Thesis]. Nsukka: University of Nigeria;1992.'},{id:"B81",body:'Argel PJ, Paton CJ. Overcoming legume hard seededness. In: Loch DS, Ferguson JE, editors. Forage seed production: Tropical and Subtropical Species. Wallingford, CAB International; 1999. p. 247-265'},{id:"B82",body:'Sandhu KS, You FM, Conner RL, Balasubramanian PM, Hou A (2018) Genetic analysis and QTL mapping of the seed hardness trait in a black common bean (Phaseolus vulgaris) recombinant inbred line (RIL)population. Molecular Breeding 2018;38:34:1-13. DOI: 10.1007/s11032-018-0789-y'},{id:"B83",body:'Medoua GN, Mbone IL, Agbor-Egbe T, Mbofung CMF. Study of the hard-to-cook property of stored yam tubers (Dioscorea dumetorum) and some determining biochemical factors. Food Research International. 2005;38:143-149. DOI: 10.1016/j.foodres.2004.09.005'},{id:"B84",body:'Shiga TM, Lajolo FM, Filisetti TMCC. Changes in the cell wall polysaccharides during storage and hardening of beans. Food Chemistry. 2004;84:53-64. DOI: 10.1016/s0308-8146(03)00166-3'},{id:"B85",body:'Galiotu-Panayotou M, NB Kyriakidis, Margaris I. Phytase-phytate-pectin hypothesis and quality of legumes cooked in calcium solutions. Journal of the Science of Food and Agriculture. 2008;88:355-361. DOI: 10.1002/jsfa.2973'},{id:"B86",body:'Chinedum E, Sanni S, Theressa N, Ebere A. Effect of domestic cooking on the starch digestibility, predicted glycemic indices, polyphenol contents and alpha amylase inhibitory properties of beans (Phaseolis Vulgaris) and breadfruit (Treculia Africana). International Journal of Biological Macromolecules. 2018;106, 200-206. DOI: 10.1016/j,ijbionmac.2017.08.005'},{id:"B87",body:'Pevicharova G, Sofkova-Bobcheva S, Zsivanovits G. Sensory and instrumental texture of snap bean (Phaseolus vulgaris L.). International Journal of Food Properties. 2015;18:1169-1180. DOI: 10.1080/10942912.2014.891610'},{id:"B88",body:'Erkan SB, Gurler HN, Bilgin DG, Germec M, Turhan I. Production and characterization of tempehs from different sources of legume by Rhizopus oligosporus. LWT-Food Science and Technology. 2020;119:108880. DOI: 10.1016/j.IWT.2019.108880'},{id:"B89",body:'Kinyanjui P, Njoroge D,Makokha A, Christiaens S, Sila D, Hendrickx M. Quantifying the effects of postharvest storage and soaking pre-treatments on the cooking quality of common beans (Phaseolus Vulgaris). Journal of Food Processing and Preservation. 2017;41;1-10. DOI: 10.1111/jfpp.13036'},{id:"B90",body:'Wang N, Daun JK. Determination of cooking times of pulses using an automated Mattson cooker apparatus. Journal of the Science of Food and Agriculture. 2005;85:1631-1635. DOI: 10.1002/jsfa.2134'},{id:"B91",body:'Schock DR, Harrison DL, Anderson LL. Effect of dry and moist heat treatments on selected beef quality factors. Journal of Food Science. 1970;35:195-198. DOI: 10.1111/j.1365-2621.1970.tb12137.x'},{id:"B92",body:'Yuan GF, Sun B, Yuan J, Wang OM. Effects of different cooking methods on health-promoting compounds of broccoli Journal of Zhejiang University Science. 2009;10:580-588. Doi 10.1631/jzus.B0920051'},{id:"B93",body:'Preti R, Rapa M, Vinci G (2017) Effect of steaming and boiling on the antioxidant properties and biogenic amines content in green bean (Phaseolus vulgaris) varieties of different colours. Journal of Food Quality. 2017;2017. DOI: 10.1155/2017/5329070'},{id:"B94",body:'Ngadi M, Xue J, Food Frying: Modifying the Functional Properties of Batters. In: Ahmed J, Ramaswamy HA, Kasapis S, Boye JI, editors. Novel Food Processing: Effects on Rheological and Functional Properties. Boca Raton: CRC Press; 2009. p. 437-457'},{id:"B95",body:'Singh RP. Energy in food processing. Drying Technology. New York: Elsevier; 1989. 839 p. DOI: 10.1080/07373938908916635'},{id:"B96",body:'Bordin K, Kunitake MT, Aracava KK, Trindade CSF. Changes in food caused by deep fat frying-A review. Archivos Latinoamericanos De Nutricion. 2013;63:5-13'},{id:"B97",body:'Del Ré PV, Jorge N. Behavior of vegetable oils for frying discontinuous frozen pre-fried products. Food Science and Technology.2006;26: 56-53'},{id:"B98",body:'Pyler EJ. Baking Science and Technology. 3rd ed. Kansas: Sosland Company; 1988. 1359 p'},{id:"B99",body:'Eliasson AC, Larsson K. Cereals in Breadmaking: A Molecular Colloidal Approach. Ist ed. CRC; 1993. 392 p.'},{id:"B100",body:'Therdthai N, Zhou W. Recent advances in the studies of bread baking process and their impacts on the bread baking technology. Food Science Technology Research. 2003;9:219-226. Available from: http://scholarbank,nus.edu.sg/handle/10635/77644 [Accessed: 2021-04-25]'},{id:"B101",body:'Carvalho B, Patto, M, Vieira I Barbosa A. New strategy for evaluating grain cooking quality of progenies in dry bean breeding programs. Crop Breeding and Applied Biotechnology. 2017;17:115-123. DOI; 10.1590/1984-70332017v17n2a18'},{id:"B102",body:'Mattson S. The cookability of yellow peas. A colloid-chemical and biochemical study. Acta Agriculturae Suecana. 1946;2:185-231'},{id:"B103",body:'Jackson GM, Varriano-Marston E. Hard-to-cook phenomenon in beans: effect of accelerated storage on water absorption and cooking time. Journal of Food Science. 1981;46:799-803. DOI: 10.1111/j.1365-2621.1981.tb15351.x'},{id:"B104",body:'Hsieh HM, Pomeranz Y, Swanson BG. Composition, cooking time, and maturation of azuki (Vigna angularis) and common beans (Phaseolus vulgaris). Cereal Chemistry. 1992;69:244-248'},{id:"B105",body:'Proctor J, Watts B. Development of a modified Mattson bean cooker procedure based on sensory panel cookability evaluation. Canadian Institute of Food Science and Technology Journal. 1987;20:9-14. DOI: 10.1016/S0315-5463(87)70662-2'},{id:"B106",body:'De Oliveira JP, Inês, T, De Souza M, Pereira S, Chauca MNC (2015). Cozedor de mattson adaptado monitorado pela Plataforma arduino. In Congresso Técnico Científico da Engenharia e da Agronomia, Fortaleza, Brasil.'},{id:"B107",body:'Szezesniak AS. Texture is a sensory property. Food Quality Preference. 2002;13:215-225. DOI: 10.1016/S0950-3293(01)00039-8'},{id:"B108",body:'IOS (International Organization for Standardization). Sensory Analysis–Vocabulary. 2nd ed. 2008. 107. p'},{id:"B109",body:'Rolle L, Siret R, Segade SR, Maury C, Gerbi V, Jourjon F. Instrumental texture analysis parameters as markers of Table-grape and wine-grape quality: A Review. American Journal for Enology and Viticulture. 2012;63:11-28. DOI: 10.5344/ajev.2011.11059'},{id:"B110",body:'Shimelis EA. Nutrient dense dairy product diversification and quality evaluation. East African Journal of Sciences. 2019;13:195-206'},{id:"B111",body:'Njoku HO, Ofuya CO. Effect of pretreatment on the cooking time of the African yam bean (Sphenostylis stenocarpa). Journal of Food Science. 1989;54:758-759. DOI: 10.1111/j.1365-2621.1989.tb04700.x'},{id:"B112",body:'Onyeike EN, Uzogara SG. Effects of soaking in salt solutions on water absorption, PH and cooking time of African yam bean seeds (Sphenostylis stenocarpa hochst ex. A, rich harms). Global Journal of Pure and Applied Sciences. 2000;6:67-73. DOI: 10.4314/gjpas.v6i1.16079'},{id:"B113",body:'Wood JA, Harden S. A method to estimate the hydration and swelling properties of chickpeas (Cicer arietinum L.). Journal of Food Science. 2006;71:E190-E195. DOI: 10.1111/j.1750-3841.2006.00009.x'},{id:"B114",body:'Vasanthakaalam H, Karayire A, Nyagahungu I. Hydration and culinary profile of improved common bean (Phaseolus vulgaris L) cultivars. Rwanda Journal of Agricultural Sciences. 2020;2:68-75'},{id:"B115",body:'Agunbiade SO. Cookability of African yam bean, Sphenostylis stenocarpa (Hochst ex. A. Rich) Harms. Nahrung. 1996;40:37-40'},{id:"B116",body:'Aminigo ER, Metzger LE. Pretreatment of African yam bean (Sphenostylis stenocarpa): effect of soaking and blanching on the quality of African yam bean. Plant Foods for Human Nutrition. 2005;60:165-171. DOI: 10.1007/s11130-005-9551-4'},{id:"B117",body:'Adeye EI, Agesin OO. Dehulling the African yam bean (Sphenostylis stenocarpa Hochst. Ex.A, Rich seeds: Any nutritional importance? Note I. Bangladesh Journal of Scientific and Industrial Research. 2007;42:163-174. DOI: 10.3329/bjsir.v42i2.469'},{id:"B118",body:'Oke MO, Sobowale SS, Ogunlakin GO. Evaluation of the Effect of Processing Methods on the Nutritional and Anti-nutritional Compositions of Two Under-utilized Nigerian Grain Legumes. Pakistan Journal of Biological Sciences. 2013;16:2015-2020. DOI: 10.3923/pjbs.2013.2015.2020'},{id:"B119",body:'Ihemeje A, Nwanekezi EC, Odimegwu EN, Ekwe CC. Effect of processing methods of toasting, soaking, boiling, sprouting on dietary fiber and anti-nutrient contents of African yam bean and red kidney bean flour. European Journal of Food Science and Technology. 2018;6:40-48'},{id:"B120",body:'Williams PC, Nakoul H, Singh KB. Relationship between cooking time and some physical characteristics in chickpeas (Cicer arietinum L.). Journal of the Science of Food and Agriculture. 1983;34:492-496. DOI: 10.1002/jsfa.2740340510'},{id:"B121",body:'Obizoba IC, Souzey J. The nutritive value of African yam bean (Sphenostylis stenocarpa): nitrogen and mineral utilization. Ecology of food and nutrition. 1989;22:297-305. DOI: 10.1080/03670244.1989.9991078'},{id:"B122",body:'Abiodun OA, Adeleke RO. Effect of dehulling/soaking on the chemical, functional and anti-nutritional contents of three varieties of beans. Nutrition and Food Science. 2011;41:117-122. DOI: 10.1108/00346651111117382'},{id:"B123",body:'Rao W, Dcosthale YG. Tannin contents of pulses: Varietal differences and effects of cooking and germination. Journal of the Science of Food and Agriculture.1982;33:1013-1016. DOI: 10.1002/jsfa.2740331012'},{id:"B124",body:'Singh U. Methods for dehulling of pulses: A critical appraisal. Journal of Food Science Technology. 1995;32:81-93'},{id:"B125",body:'Adeyeye EI. Amino acid composition of six varieties of dehulled African yam bean (Sphenostylis stenocarpa) flour. International Journal of Food Sciences and Nutrition. 1997;48:345-351. DOI: 10.3109/09637489709028581'},{id:"B126",body:'Li S, Tayie FAK, Young MF, Rocheford T, White WS. Retention of provitamin A carotenoids in high β-carotene maize (Zea mays) during traditional African household processing. Journal of Agricultural and Food Chemistry. 2007;55: 10744-10750. 10.1021/jf071815v'},{id:"B127",body:'Chaves-Lopez C, Serio A, Grande-Tovar CD, Cuervo-Mulet R, Delgado-Ospina J, Paparella A. Traditional fermented foods and beverages from a microbiological and nutritional perspective: The Colombian Heritage. Comprehensive Reviews in Food Science and Food Safety. 2014;13:1031-1048. DOI: 10.1111/1541-4337.12098'},{id:"B128",body:'Kahajdova Z, Karovicova J. Fermentation of cereals for specific purpose. Journal of Food and Nutrition Research. 2007;46:51-57'},{id:"B129",body:'Nkhata SG, Ayua E, Kamau EH, Shingiro JB. Fermentation and germination improve nutritional value of cereals and legumes through activation of endogenous enzymes. Food Science and Nutrition. 2018;6:2446-2458. DOI: 10.1002/fsn3.846'},{id:"B130",body:'Njoku HO, Ofuya CO, Ogbulie JN. Production of tempeh from the African yam bean (Sphenostylis stenocarpa Hams). Food Microbiology. 1991;8:209-214'},{id:"B131",body:'Arisa NU, Ogbuele OC. Production quality assessment and acceptability of African yam bean (Sphenostylis stenocarpa) sauce. Journal of food processing and preservation. 2007;31:771-778. DOI: 10.1111/j.1745-4549.2007.00152.x'},{id:"B132",body:'Amakoromo ER, Innocent-Adiele HC, Njoku HO (2012) Microbiological quality of yogurt-like product from African yam bean. Nature Science. 2012;10:6-9'},{id:"B133",body:'Wokoma EC, Aziagba GC (2001) Microbiological, physical and nutritive changes occurring during the natural fermentation of African yam bean into dawa-dawa.Global Journal of Pure and Applied Sciences. 2001;7:219-224. DOI: 10.4314/gjpas.v7i2.16233'},{id:"B134",body:'Nonogaki H, Bassel GW, Bewley JD. Germination—still a mystery. Plant Science. 2010;179:574-581. DOI: 10.1016/j.plantsci.2010.02.010'},{id:"B135",body:'Zhang X, Zhao J, Bu Y, Xue D, Liu Z, Li X, Guo N, Wang H, Xing H, Qiu L. Genome -wide association studies of soybean seed hardness in the Chinese mini core collection. Plant Molecular Biology Reporter. 2018;36, 605-617. DOI: 10.1007/s11105-018-1102-2'},{id:"B136",body:'Sharma HC, Crouch JH, Sharma KK, Seetharama N, Hash CT. Applications of biotechnology for crop improvement: prospects and constraints. Plant Science. 2002;163:381-395. DOI: 10.1016/50168-9452(02)00133-4'},{id:"B137",body:'Karp A, Edwards KJ, Bruford M, Funk S, Vosman B, Morgante M, Seberg O, Kremer A, Boursot P, Arctander P, Tautz D, Hewitt GM. Molecular technology for biodiversity evaluation: Opportunities and challenges. Nature Biotechnology. 1997;15: 625-628. DOI: 10.1038/nbt0797-625'},{id:"B138",body:'Fang C, Ma Y, Wu S, Liu Z, Wang Z, Yang R, Hu G, Zhou Z, Yu H, Zhang M, Pan Y, Zhou G, Ren H, Du W, Yan H, Wang Y, Han D, Shen Y, Liu S, Liu T, Zhang J, Qin H, Yuan J, Yuan X, Kong F, Liu B, Li J, Zhang Z, Wang G, Zhu B, Tian Z. Genome-wide association studies dissect the genetic networks underlying agronomical traits in soybean. Genome Biology. 2017;18:1-13. DOI: 10.1186/s13059-017-1289-9'},{id:"B139",body:'Jiang S, Zhang H, Ni P, Yu S, Dong H, Zhang A, Cao H, Zhang L, Ruan Y, Cui Z. Genome-wide association study dissects the genetic architecture of maize husk tightness. Frontiers in Plant Science. 2020;11:1-12. DOI: 10.3389/fpls.2020.00861'},{id:"B140",body:'Kimani W, Zhang LM, Wu XY, Hao HQ, Jing HC. Genome-wide association study reveals that different pathways contribute to grain variation in sorghum (Sorghum bicolor). BMC Genomics. 2020; 21:1-19. DOI: 10.1186/s12864-020-6538-8'},{id:"B141",body:'Volante A, Tondelli A, Desiderio F, Abbruscato P, Barbara M, Biselli C, Cassella L, Singh N, McCouch SR, Tharreau D, Zampieri E, Cattivelli L, Vale G. Genome wide association studies for japonica rice resistance to blast in field and controlled conditions. Rice. 2020;13:1-17. DOI: 10.1186/s12284-020-00431-2'},{id:"B142",body:'Khan MA, Korban SS. Association mapping in forest trees and fruit crops. Journal of Experimental Botany. 2012;63:4045-4060. DOI: 10.1093/jxb/ers105'},{id:"B143",body:'O’Connor K, Hayes B, Hardner C, Nock C, Baten A, Alam M, Henry R, Topp B. Genome-wide association studies for yield component traits in a macadamia breeding population. BMC Genomics. 2020;21:1-12. DOI: 10.1186/s12864-020-6575-3'},{id:"B144",body:'Kumar S, Hash CT, Nepolean T, Satyavathi T, Singh G, Mahendrakar MD, Yadav RS, Srivastava RK. Mapping QTLs controlling flowering time and important agronomic traits in pearl millet. Frontiers in Plant Science. 2017;8:1-13. DOI: 10.3389/fpls.2017.11731'},{id:"B145",body:'Holland JB. Genetic architecture of complex traits in plants. Current Opinion in Plant Biology. 2007;10:156-161. DO: 1016/j.pbi.2007.01.003'},{id:"B146",body:'Doerge RW. Mapping and analysis of quantitative trait loci in experimental populations. Nature Reviews Genetics. 2002;3:43-52. DOI: 10.1038/nrg703'},{id:"B147",body:'Jansen RC, Jannink JL, Beavis WD. Mapping quantitative trait loci in plant breeding populations: use of parental haplotype sharing. Crop Science 2003;43:829-834'},{id:"B148",body:'Zhang B, Tamura M, Berger-Doyle J, Chen P. Comparison of instrumental methods for measuring seed hardness o food-grade soybean. Journal Texture Studies. 2008;39:28-39. DOI: 10.1111/j.1745-4603.2007.00128.x'},{id:"B149",body:'Zeng ZB. QTL mapping. In: Maloy S, Hughes K editors. Brenner’s Encyclopaedia of Genetics. 2nd ed. Philadelphia: Elsevier; 2001. p. 587-1593'},{id:"B150",body:'Jinek M, Chylinski K, Fonfara I, Hauer M, Doudna JA, Charpentier E. A programmable dual-RNA–guided DNA endonuclease in adaptive bacterial immunity. Science. 2012;337:816-821. DOI: 101126/science.1225829'},{id:"B151",body:'Jaganathan D, Ramasamy K, Sellamuthu G, Jayabalan S, Venkataraman CRISPR for crop improvement: An update review. Frontiers in Plant Science. 2018;9:1-7. DOI: 103389/fpls.2018.00985'},{id:"B152",body:'Malzahn A, Lowder L, Qi Y. Plant genome editing with TALEN and CRISPR. Cell and Bioscience. 2017;7:1-18. DOI: 10.1186/s13578-017-0148-4'},{id:"B153",body:'Cermak T, Doyle EL, Christian M, Wang L, Zhang Y, Schmidt C, Baller JA, Somia NV, Bogdanove AJ, Voytas DF. Efficient design and assembly of custom TALEN and other TAL-effector based constructs for DNA targeting. Nucleic Acids Research. 2011;39:e82. DOI: 10.1093/nar/gkr218'},{id:"B154",body:'Li T, Liu B, Spalding MH, Weeks DP, Yang B. High-efficiency TALEN-based gene editing produces disease-resistant rice. Nature Biotechnology. 2012;30:390-392. DOI: 10.1038/nbt.2199'},{id:"B155",body:'Gaj T, Gersbach CA, Barbas CFIII. ZFN, TALEN, and CRISPR/Cas-based methods for genome engineering. Trends in Biotechnology. 2013;31:397-405. DOI: 10.1016/j.tibtech.2013.04.004'}],footnotes:[],contributors:[{corresp:"yes",contributorFullName:"Ndenum Suzzy Shitta",address:"suzzynde@yahoo.com",affiliation:'
International Institute of Tropical Agriculture, Nigeria
'}],corrections:null},book:{id:"12236",type:"book",title:"Legumes Research - Volume 2",subtitle:null,fullTitle:"Legumes Research - Volume 2",slug:null,publishedDate:null,bookSignature:"Dr. Jose Carlos Jimenez-Lopez and Dr. Alfonso Clemente",coverURL:"https://cdn.intechopen.com/books/images_new/12236.jpg",licenceType:"CC BY 3.0",editedByType:null,isbn:"978-1-80356-915-4",printIsbn:"978-1-80356-914-7",pdfIsbn:"978-1-80356-916-1",isAvailableForWebshopOrdering:!0,editors:[{id:"33993",title:"Dr.",name:"Jose Carlos",middleName:null,surname:"Jimenez-Lopez",slug:"jose-carlos-jimenez-lopez",fullName:"Jose Carlos Jimenez-Lopez"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}}},profile:{item:{id:"238248",title:"Prof.",name:"Victor",middleName:null,surname:"Valderrabano",email:"vvalderrabano@swissmedical.net",fullName:"Victor Valderrabano",slug:"victor-valderrabano",position:null,biography:null,institutionString:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",totalCites:0,totalChapterViews:"0",outsideEditionCount:0,totalAuthoredChapters:"1",totalEditedBooks:"0",personalWebsiteURL:null,twitterURL:null,linkedinURL:null,institution:null},booksEdited:[],chaptersAuthored:[{id:"60954",title:"Achilles Tendon and Athletes",slug:"achilles-tendon-and-athletes",abstract:"Achilles tendon (AT) is the strongest human tendon. AT disorders are common among athletes. AT pathologies vary from tendinopathy to frank rupture. Diagnosis is made clinically. Imaging modalities are used adjunctively. Management of AT rupture in athletes is challenging to surgeons due to worldwide growing popularity of sports and potential social and financial impact of AT injury to an athlete. Hence, new surgical techniques aim at attaining quick recovery with good outcome, finding similar results with both open and percutaneous techniques when accompanying these with functional rehabilitation protocols. Non-operative strategies include shoe wear modification, physiotherapy and extracorporeal shock wave therapy. Surgical interventions vary based on the AT pathology nature and extent. Direct repair can work for small-sized defects. V-Y gastrocnemius advancement could approximate the tendon edges for repair within 2–8 cm original gap. Gastrocnemius turndown can bridge tendon loss > 8 cm. Autogenous, allogeneous or synthetic tendon grafts were used for AT reconstruction purposes. In AT tendinopathies with no tendon tissue loss, surgical procedures revolve around induction of tissue repair through lesion incision or debridement to full detachment followed by reattachment. Extra-precautions are exercised for prevention of AT disorders especially among susceptible athletes participating in sports involving excessive AT strain.",signatures:"Yousef Alrashidi, Maria Reyes Fernandez-Marin, Ahmed Galhoum,\nHamza M. Alrabai and Victor Valderrabano",authors:[{id:"229240",title:"Dr.",name:"Yousef",surname:"Alrashidi",fullName:"Yousef Alrashidi",slug:"yousef-alrashidi",email:"yalrashidi@gmail.com"},{id:"238185",title:"Dr.",name:"Maria Reyes",surname:"Fernandez Marin",fullName:"Maria Reyes Fernandez Marin",slug:"maria-reyes-fernandez-marin",email:"reyesfernandezmarin@gmail.com"},{id:"238243",title:"Dr.",name:"Ahmed",surname:"Galhoum",fullName:"Ahmed Galhoum",slug:"ahmed-galhoum",email:"drahmedgalhoum@gmail.com"},{id:"238245",title:"Dr.",name:"Hamza M.",surname:"Alrabai",fullName:"Hamza M. Alrabai",slug:"hamza-m.-alrabai",email:"hamzarabai@gmail.com"},{id:"238248",title:"Prof.",name:"Victor",surname:"Valderrabano",fullName:"Victor Valderrabano",slug:"victor-valderrabano",email:"vvalderrabano@swissmedical.net"}],book:{id:"6337",title:"Update in Management of Foot and Ankle Disorders",slug:"update-in-management-of-foot-and-ankle-disorders",productType:{id:"1",title:"Edited Volume"}}}],collaborators:[{id:"108139",title:"Dr.",name:"Suélia",surname:"Rodrigues Fleury Rosa",slug:"suelia-rodrigues-fleury-rosa",fullName:"Suélia Rodrigues Fleury Rosa",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/108139/images/4120_n.jpg",biography:"Graduated in Electronic Engineering from Universidade Estadual Paulista Júlio de Mesquita Filho (2001), Master in Electronic Engineering - Mechatronics - Aeronautical Institute of Technology (2005). PhD in Electronic Engineering - Biomedical University of Brasilia (2008). Post doctorate (2013) at the Media Lab at the Massachusetts Institute of Technology (MIT). Has experience in the area of Biomedical Engineering, working mainly in physiological systems modeling via Bond Graph. His areas of research in Biomedical Engineering: Physiological Modeling; Medical Devices and Systems and Neuroengineering. Researcher and founder of the Laboratory of Engineering and Biomaterial (BioEngLab - LEI) of the University of Brasilia Faculty Gama UNB - FGA. Has also served as a consultant Ad-Hoc several Brazilian fostering agencies. Adjunct Professor in the Department Electronic Engineering, University of Brasilia (UNB) and the Course of Graduate Biomedical Engineering UNB.",institutionString:null,institution:{name:"University of Brasília",institutionURL:null,country:{name:"Brazil"}}},{id:"171065",title:"Dr.",name:"Diego",surname:"Colón",slug:"diego-colon",fullName:"Diego Colón",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"171066",title:"Dr.",name:"Célia A.",surname:"Reis",slug:"celia-a.-reis",fullName:"Célia A. Reis",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"213572",title:"Prof.",name:"Mário",surname:"Rosa",slug:"mario-rosa",fullName:"Mário Rosa",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Brasília",institutionURL:null,country:{name:"Brazil"}}},{id:"213575",title:"Dr.",name:"Letícia",surname:"Coelho",slug:"leticia-coelho",fullName:"Letícia Coelho",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Brasília",institutionURL:null,country:{name:"Brazil"}}},{id:"214362",title:"Dr.",name:"Michael",surname:"Graham",slug:"michael-graham",fullName:"Michael Graham",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"215383",title:"Dr.",name:"Cristina",surname:"Gonzalez-Martin",slug:"cristina-gonzalez-martin",fullName:"Cristina Gonzalez-Martin",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/215383/images/system/215383.jpg",biography:'Cristina Gonzalez-Martin (4/10/1973). BSc podiatry in 1998 in University complutense of Madrid. BSc anthropology in 2007 in San Antonio Catholic University. Doctor in Podiatry in 2013 with the title: "Podiatric pathology in a population random sample".\nCURRENT PROFESSIONAL STATUS:\nPhD at the University of La Coruña since 1998\nPARTICIPATION IN FINANCED RESEARCH PROJECTS:\nPREVALENCE OF PERIPHERAL ARTERIOPATHY, PODOLOGICAL PATHOLOGY AND QUALITY OF LIFE IN KIDNEY TRANSPLANTATION.\nPUBLICATIONS:\n1.\tRodriguez-Veiga D, González-Martín C, Pertega-Díaz S, Seoane-Pillado T, Barreiro-Quintás M, Balboa-Barreiro V. [Prevalencia de artrosis de rodilla en una muestra aleatoria poblacional en personas de 40 y más años de edad]. Gac Med Mex. 2019;155(1):39-45. Spanish. doi: 10.24875/GMM.18004527. PMID: 30799466.\n2.\tGonzalez-Martin C, Pertega-Diaz S, Seoane-Pillado T, Balboa-Barreiro V, Soto-Gonzalez A, Veiga-Seijo R. Structural, Dermal and Ungual Characteristics of the Foot in Patients with Type II Diabetes. Medicina (Kaunas). 2019;55(10):639. Published 2019 Sep 25. doi:10.3390/medicina55100639.\n3.\tGulias-Soidan D, Fraga-Manteiga D, Mosquera-Rodriguez VX, et al. The Importance of the Mediastinal Triangle in Traumatic Lesions of the Aorta. Medicina (Kaunas). 2019;55(6):263. Published 2019 Jun 10. doi:10.3390/medicina55060263.\n4.\tMosquera-Fernández A, Díaz-Rodríguez M, González-Martín C, Platero-Arboiro M, Souto-Rey V, Balboa-Barreiro V. Hábitos podológicos en personas con alteraciones ungueales. Gac Med Mex. 2017;153(7):810-817. doi:10.24875/GMM.17003023.\n5.\tPita-Fernández S, Alhayek-Aí M, González-Martín C, López-Calviño B, Seoane-Pillado T, Pértega-Díaz S. Intensive follow-up strategies improve outcomes in nonmetastatic colorectal cancer patients after curative surgery: a systematic review and meta-analysis. Ann Oncol. 2015;26(4):644-656. doi:10.1093/annonc/mdu543.\n6.\tGonzalez-Martin C, Grande Morais S, Pertega-Diaz S, Seoane-Pillado T, Balboa-Barreiro V, Veiga-Seijo R. Concordance between the Different Cardiovascular Risk Scores in People with Rheumatoid Arthritis and Psoriasis Arthritis. Cardiol Res Pract. 2019; 2019:7689208. Published 2019 Mar 14. doi:10.1155/2019/7689208.\n7.\tPita-Fernandez S, Gonzalez-Martin C, Alonso-Tajes F, et al. Flat Foot in a Random Population and its Impact on Quality of Life and Functionality. J Clin Diagn Res. 2017;11(4):LC22-LC27. doi:10.7860/JCDR/2017/24362.9697.\n8.\tGonzález-Martín C, Alonso-Tajes F, Pérez-García S, et al. Hallux valgus in a random population in Spain and its impact on quality of life and functionality. Rheumatol Int. 2017; 37(11):1899-1907. doi: 10.1007/s00296-017-3817-z.\n9.\tSeoane-Pillado MT, Pita-Fernández S, Valdés-Cañedo F, et al. Incidence of cardiovascular events and associated risk factors in kidney transplant patients: a competing risks survival analysis. BMC Cardiovasc Disord. 2017; 17(1):72. Published 2017 Mar 7. doi: 10.1186/s12872-017-0505-6.\n10.\tGonzalez-Martin C, Pita-Fernandez S, Seoane-Pillado T, Lopez-Calviño B, Pertega-Diaz S, Gil-Guillen V. Variability between Clarke\'s angle and Chippaux-Smirak index for the diagnosis of flat feet. Colomb Med (Cali). 2017; 48(1):25-31. Published 2017 Mar 30.\n11.\tPita-Fernandez S, González-Martín C, Seoane-Pillado T, Pertega-Diaz S, Perez-Garcia S, López-Calviño B. Podiatric medical abnormalities in a random population sample 40 years or older in Spain. J Am Podiatr Med Assoc. 2014;104(6):574-582. doi:10.7547/8750-7315-104.6.574.\n12.\tPita-Fernández S, Seijo-Bestilleiro R, Pértega-Díaz S, et al. A randomized clinical trial to determine the effectiveness of CO-oximetry and anti-smoking brief advice in a cohort of kidney transplant patients who smoke: study protocol for a randomized controlled trial. Trials. 2016;17:174. Published 2016 Apr 1. doi:10.1186/s13063-016-1311-7.\n13.\tPita-Fernández S, González-Martín C, Seoane-Pillado T, López-Calviño B, Pértega-Díaz S, Gil-Guillén V. Validity of footprint analysis to determine flatfoot using clinical diagnosis as the gold standard in a random sample aged 40 years and older. J Epidemiol. 2015;25(2):148-154. doi:10.2188/jea.JE20140082.\n14.\tGonzález-Vilas D, Monteagudo B, González-Martín C, Ramírez-Santos A, Campo-Cerecedo F. Kidney transplant patient with Kaposi sarcoma in the left foot. Trasplantado renal con sarcoma de Kaposi en el pie izquierdo. Arch Esp Urol. 2020;73(6):570-571.\n15.\tVillar RR, Fernández SP, Garea CC, Pillado MTS, Barreiro VB, Martín CG. Quality of life and anxiety in women with breast cancer before and after treatment. Rev Lat Am Enfermagem. 2017 Dec 21;25: e2958. doi: 10.1590/1518-8345.2258.2958. English, Portuguese, Spanish. PubMed PMID: 29267541; PubMed Central PMCID: PMC5738954.\n16.\tGonzalez-martin C, Bolsa-Col P, Mosquera-Fernandez A, Balboa-Barreiro V, Gulias-Soidan D. Simple bone cyst in the calcaneus. About a case. Clinical Case Studies and Reports. 2019 Volume 2: 1-4.\n17.\tSierra-Palmeiro, E.; Bobo-Arce, M.; Fernández-Villarino, M.; Alonso-Tajes, F.; González-Martin, M.C.; Gómez-Rivas, L. (2020) Association Foot Morphology and Performance in Rhythmic Gymnastics. Revista Internacional de Medicina y Ciencias de la Actividad Física y el Deporte vol. 20 (79) pp. 567-583 Http://cdeporte.rediris.es/revista/revista79/artasociacion1177.htm DOI: http://doi.org/10.15366/rimcafd2020.79.012',institutionString:"University of A Coruña",institution:{name:"University of A Coruña",institutionURL:null,country:{name:"Spain"}}},{id:"215384",title:"Dr.",name:"Salvador",surname:"Pita-Fernandez",slug:"salvador-pita-fernandez",fullName:"Salvador Pita-Fernandez",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Servicio Gallego de Salud",institutionURL:null,country:{name:"Spain"}}},{id:"222152",title:"Dr.",name:"Marcella",surname:"Lemos Brettas Carneiro",slug:"marcella-lemos-brettas-carneiro",fullName:"Marcella Lemos Brettas Carneiro",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Brasília",institutionURL:null,country:{name:"Brazil"}}},{id:"251338",title:"Prof.",name:"Sonia",surname:"Pertega-Diaz",slug:"sonia-pertega-diaz",fullName:"Sonia Pertega-Diaz",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Servicio Gallego de Salud",institutionURL:null,country:{name:"Spain"}}}]},generic:{page:{slug:"OA-publishing-fees",title:"Open Access Publishing Fees",intro:"
The Open Access model is applied to all of our publications and is designed to eliminate subscriptions and pay-per-view fees. This approach ensures free, immediate access to full text versions of your research.
As a gold Open Access publisher, an Open Access Publishing Fee is payable on acceptance following peer review of the manuscript. In return, we provide high quality publishing services and exclusive benefits for all contributors. IntechOpen is the trusted publishing partner of over 140,000 international scientists and researchers.
\\n\\n
The Open Access Publishing Fee (OAPF) is payable only after your book chapter, monograph or journal article is accepted for publication.
\\n\\n
OAPF Publishing Options
\\n\\n
\\n\\t
1,400 GBP Chapter - Edited Volume
\\n\\t
850 GBP Chapter - Book Series Topic (Annual Volume)
\\n\\t
10,000 GBP Monograph - Long Form
\\n\\t
4,000 GBP Compacts Monograph - Short Form
\\n\\t
850 GBP Journal Article (Across Portfolio)
\\n
\\n\\n
During the launching phase journals do not charge an APC, rather they will be funded by IntechOpen.
\\n\\n
*These prices do not include Value-Added Tax (VAT). Residents of European Union countries need to add VAT based on the specific rate in their country of residence. Institutions and companies registered as VAT taxable entities in their own EU member state will not pay VAT as long as provision of the VAT registration number is made during the application process. This is made possible by the EU reverse charge method.
\\n\\n
Services included are:
\\n\\n
\\n\\t
An online manuscript tracking system to facilitate your work
\\n\\t
Personal contact and support throughout the publishing process from your dedicated Author Service Manager
\\n\\t
Assurance that your manuscript meets the highest publishing standards
\\n\\t
English language copyediting and proofreading, including the correction of grammatical, spelling, and other common errors
\\n\\t
XML Typesetting and pagination - web (PDF, HTML) and print files preparation
\\n\\t
Discoverability - electronic citation and linking via DOI
\\n\\t
Permanent and unrestricted online access to your work
\\n
\\n\\n
What isn't covered by the Open Access Publishing Fee?
\\n\\n
If your manuscript:
\\n\\n
\\n\\t
Exceeds the number of pages defined by the publishing guidelines, an additional fee per page may be required
\\n\\t
If a manuscript requires Heavy Editing or Language Polishing, this will incur additional fees.
\\n
\\n\\n
Your Author Service Manager will inform you of any items not covered by the OAPF and provide exact information regarding those additional costs before proceeding.
\\n\\n
Open Access Funding
\\n\\n
To explore funding opportunities and learn more about how you can finance your IntechOpen publication, go to our Open Access Funding page. IntechOpen offers expert assistance to all of its Authors. We can support you in approaching funding bodies and institutions in relation to publishing fees by providing information about compliance with the Open Access policies of your funder or institution. We can also assist with communicating the benefits of Open Access in order to support and strengthen your funding request and provide personal guidance through your application process. You can contact us at funders@intechopen.com for further details or assistance.
\\n\\n
For Authors who are still unable to obtain funding from their institutions or research funding bodies for individual projects, IntechOpen does offer the possibility of applying for a Waiver to offset some or all processing feed. Details regarding our Waiver Policy can be found here.
\\n\\n
Added Value of Publishing with IntechOpen
\\n\\n
Choosing to publish with IntechOpen ensures the following benefits:
\\n\\n
\\n\\t
Indexing and listing across major repositories, see details ...
\\n\\t
Long-term archiving
\\n\\t
Visibility on the world's strongest OA platform
\\n\\t
Live Performance Metrics to track readership and the impact of your chapter
\\n\\t
Dissemination and Promotion
\\n
\\n\\n
Benefits of Publishing with IntechOpen
\\n\\n
\\n\\t
Proven world leader in Open Access book publishing with over 10 years experience
\\n\\t
+5,700 OA books published
\\n\\t
Most competitive prices in the market
\\n\\t
Fully compliant with OA funding requirements
\\n\\t
Optimized processes that assure your research is made available to the scientific community without delay
\\n\\t
Personal support during every step of the publication process
\\n\\t
+184,650 citations in Web of Science databases
\\n\\t
Currently strongest OA platform with over 175 million downloads
As a gold Open Access publisher, an Open Access Publishing Fee is payable on acceptance following peer review of the manuscript. In return, we provide high quality publishing services and exclusive benefits for all contributors. IntechOpen is the trusted publishing partner of over 140,000 international scientists and researchers.
\n\n
The Open Access Publishing Fee (OAPF) is payable only after your book chapter, monograph or journal article is accepted for publication.
\n\n
OAPF Publishing Options
\n\n
\n\t
1,400 GBP Chapter - Edited Volume
\n\t
850 GBP Chapter - Book Series Topic (Annual Volume)
\n\t
10,000 GBP Monograph - Long Form
\n\t
4,000 GBP Compacts Monograph - Short Form
\n\t
850 GBP Journal Article (Across Portfolio)
\n
\n\n
During the launching phase journals do not charge an APC, rather they will be funded by IntechOpen.
\n\n
*These prices do not include Value-Added Tax (VAT). Residents of European Union countries need to add VAT based on the specific rate in their country of residence. Institutions and companies registered as VAT taxable entities in their own EU member state will not pay VAT as long as provision of the VAT registration number is made during the application process. This is made possible by the EU reverse charge method.
\n\n
Services included are:
\n\n
\n\t
An online manuscript tracking system to facilitate your work
\n\t
Personal contact and support throughout the publishing process from your dedicated Author Service Manager
\n\t
Assurance that your manuscript meets the highest publishing standards
\n\t
English language copyediting and proofreading, including the correction of grammatical, spelling, and other common errors
\n\t
XML Typesetting and pagination - web (PDF, HTML) and print files preparation
\n\t
Discoverability - electronic citation and linking via DOI
\n\t
Permanent and unrestricted online access to your work
\n
\n\n
What isn't covered by the Open Access Publishing Fee?
\n\n
If your manuscript:
\n\n
\n\t
Exceeds the number of pages defined by the publishing guidelines, an additional fee per page may be required
\n\t
If a manuscript requires Heavy Editing or Language Polishing, this will incur additional fees.
\n
\n\n
Your Author Service Manager will inform you of any items not covered by the OAPF and provide exact information regarding those additional costs before proceeding.
\n\n
Open Access Funding
\n\n
To explore funding opportunities and learn more about how you can finance your IntechOpen publication, go to our Open Access Funding page. IntechOpen offers expert assistance to all of its Authors. We can support you in approaching funding bodies and institutions in relation to publishing fees by providing information about compliance with the Open Access policies of your funder or institution. We can also assist with communicating the benefits of Open Access in order to support and strengthen your funding request and provide personal guidance through your application process. You can contact us at funders@intechopen.com for further details or assistance.
\n\n
For Authors who are still unable to obtain funding from their institutions or research funding bodies for individual projects, IntechOpen does offer the possibility of applying for a Waiver to offset some or all processing feed. Details regarding our Waiver Policy can be found here.
\n\n
Added Value of Publishing with IntechOpen
\n\n
Choosing to publish with IntechOpen ensures the following benefits:
\n\n
\n\t
Indexing and listing across major repositories, see details ...
\n\t
Long-term archiving
\n\t
Visibility on the world's strongest OA platform
\n\t
Live Performance Metrics to track readership and the impact of your chapter
\n\t
Dissemination and Promotion
\n
\n\n
Benefits of Publishing with IntechOpen
\n\n
\n\t
Proven world leader in Open Access book publishing with over 10 years experience
\n\t
+5,700 OA books published
\n\t
Most competitive prices in the market
\n\t
Fully compliant with OA funding requirements
\n\t
Optimized processes that assure your research is made available to the scientific community without delay
\n\t
Personal support during every step of the publication process
\n\t
+184,650 citations in Web of Science databases
\n\t
Currently strongest OA platform with over 175 million downloads
\n
\n'}]},successStories:{items:[]},authorsAndEditors:{filterParams:{},profiles:[{id:"396",title:"Dr.",name:"Vedran",middleName:null,surname:"Kordic",slug:"vedran-kordic",fullName:"Vedran Kordic",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/396/images/7281_n.png",biography:"After obtaining his Master's degree in Mechanical Engineering he continued his education at the Vienna University of Technology where he obtained his PhD degree in 2004. He worked as a researcher at the Automation and Control Institute, Faculty of Electrical Engineering, Vienna University of Technology until 2008. His studies in robotics lead him not only to a PhD degree but also inspired him to co-found and build the International Journal of Advanced Robotic Systems - world's first Open Access journal in the field of robotics.",institutionString:null,institution:{name:"TU Wien",country:{name:"Austria"}}},{id:"441",title:"Ph.D.",name:"Jaekyu",middleName:null,surname:"Park",slug:"jaekyu-park",fullName:"Jaekyu Park",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/441/images/1881_n.jpg",biography:null,institutionString:null,institution:{name:"LG Corporation (South Korea)",country:{name:"Korea, South"}}},{id:"465",title:"Dr.",name:"Christian",middleName:null,surname:"Martens",slug:"christian-martens",fullName:"Christian Martens",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Rheinmetall (Germany)",country:{name:"Germany"}}},{id:"479",title:"Dr.",name:"Valentina",middleName:null,surname:"Colla",slug:"valentina-colla",fullName:"Valentina Colla",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/479/images/358_n.jpg",biography:null,institutionString:null,institution:{name:"Sant'Anna School of Advanced Studies",country:{name:"Italy"}}},{id:"494",title:"PhD",name:"Loris",middleName:null,surname:"Nanni",slug:"loris-nanni",fullName:"Loris Nanni",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/494/images/system/494.jpg",biography:"Loris Nanni received his Master Degree cum laude on June-2002 from the University of Bologna, and the April 26th 2006 he received his Ph.D. in Computer Engineering at DEIS, University of Bologna. On September, 29th 2006 he has won a post PhD fellowship from the university of Bologna (from October 2006 to October 2008), at the competitive examination he was ranked first in the industrial engineering area. He extensively served as referee for several international journals. He is author/coauthor of more than 100 research papers. He has been involved in some projects supported by MURST and European Community. His research interests include pattern recognition, bioinformatics, and biometric systems (fingerprint classification and recognition, signature verification, face recognition).",institutionString:null,institution:null},{id:"496",title:"Dr.",name:"Carlos",middleName:null,surname:"Leon",slug:"carlos-leon",fullName:"Carlos Leon",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Seville",country:{name:"Spain"}}},{id:"512",title:"Dr.",name:"Dayang",middleName:null,surname:"Jawawi",slug:"dayang-jawawi",fullName:"Dayang Jawawi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Technology Malaysia",country:{name:"Malaysia"}}},{id:"528",title:"Dr.",name:"Kresimir",middleName:null,surname:"Delac",slug:"kresimir-delac",fullName:"Kresimir Delac",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/528/images/system/528.jpg",biography:"K. Delac received his B.Sc.E.E. degree in 2003 and is currentlypursuing a Ph.D. degree at the University of Zagreb, Faculty of Electrical Engineering andComputing. His current research interests are digital image analysis, pattern recognition andbiometrics.",institutionString:null,institution:{name:"University of Zagreb",country:{name:"Croatia"}}},{id:"557",title:"Dr.",name:"Andon",middleName:"Venelinov",surname:"Topalov",slug:"andon-topalov",fullName:"Andon Topalov",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/557/images/1927_n.jpg",biography:"Dr. Andon V. Topalov received the MSc degree in Control Engineering from the Faculty of Information Systems, Technologies, and Automation at Moscow State University of Civil Engineering (MGGU) in 1979. He then received his PhD degree in Control Engineering from the Department of Automation and Remote Control at Moscow State Mining University (MGSU), Moscow, in 1984. From 1985 to 1986, he was a Research Fellow in the Research Institute for Electronic Equipment, ZZU AD, Plovdiv, Bulgaria. In 1986, he joined the Department of Control Systems, Technical University of Sofia at the Plovdiv campus, where he is presently a Full Professor. He has held long-term visiting Professor/Scholar positions at various institutions in South Korea, Turkey, Mexico, Greece, Belgium, UK, and Germany. And he has coauthored one book and authored or coauthored more than 80 research papers in conference proceedings and journals. His current research interests are in the fields of intelligent control and robotics.",institutionString:null,institution:{name:"Technical University of Sofia",country:{name:"Bulgaria"}}},{id:"585",title:"Prof.",name:"Munir",middleName:null,surname:"Merdan",slug:"munir-merdan",fullName:"Munir Merdan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/585/images/system/585.jpg",biography:"Munir Merdan received the M.Sc. degree in mechanical engineering from the Technical University of Sarajevo, Bosnia and Herzegovina, in 2001, and the Ph.D. degree in electrical engineering from the Vienna University of Technology, Vienna, Austria, in 2009.Since 2005, he has been at the Automation and Control Institute, Vienna University of Technology, where he is currently a Senior Researcher. His research interests include the application of agent technology for achieving agile control in the manufacturing environment.",institutionString:null,institution:null},{id:"605",title:"Prof",name:"Dil",middleName:null,surname:"Hussain",slug:"dil-hussain",fullName:"Dil Hussain",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/605/images/system/605.jpg",biography:"Dr. Dil Muhammad Akbar Hussain is a professor of Electronics Engineering & Computer Science at the Department of Energy Technology, Aalborg University Denmark. Professor Akbar has a Master degree in Digital Electronics from Govt. College University, Lahore Pakistan and a P-hD degree in Control Engineering from the School of Engineering and Applied Sciences, University of Sussex United Kingdom. Aalborg University has Two Satellite Campuses, one in Copenhagen (Aalborg University Copenhagen) and the other in Esbjerg (Aalborg University Esbjerg).\n· He is a member of prestigious IEEE (Institute of Electrical and Electronics Engineers), and IAENG (International Association of Engineers) organizations. \n· He is the chief Editor of the Journal of Software Engineering.\n· He is the member of the Editorial Board of International Journal of Computer Science and Software Technology (IJCSST) and International Journal of Computer Engineering and Information Technology. \n· He is also the Editor of Communication in Computer and Information Science CCIS-20 by Springer.\n· Reviewer For Many Conferences\nHe is the lead person in making collaboration agreements between Aalborg University and many universities of Pakistan, for which the MOU’s (Memorandum of Understanding) have been signed.\nProfessor Akbar is working in Academia since 1990, he started his career as a Lab demonstrator/TA at the University of Sussex. After finishing his P. hD degree in 1992, he served in the Industry as a Scientific Officer and continued his academic career as a visiting scholar for a number of educational institutions. In 1996 he joined National University of Science & Technology Pakistan (NUST) as an Associate Professor; NUST is one of the top few universities in Pakistan. In 1999 he joined an International Company Lineo Inc, Canada as Manager Compiler Group, where he headed the group for developing Compiler Tool Chain and Porting of Operating Systems for the BLACKfin processor. The processor development was a joint venture by Intel and Analog Devices. In 2002 Lineo Inc., was taken over by another company, so he joined Aalborg University Denmark as an Assistant Professor.\nProfessor Akbar has truly a multi-disciplined career and he continued his legacy and making progress in many areas of his interests both in teaching and research. He has contributed in stochastic estimation of control area especially, in the Multiple Target Tracking and Interactive Multiple Model (IMM) research, Ball & Beam Control Problem, Robotics, Levitation Control. He has contributed in developing Algorithms for Fingerprint Matching, Computer Vision and Face Recognition. He has been supervising Pattern Recognition, Formal Languages and Distributed Processing projects for several years. He has reviewed many books on Management, Computer Science. Currently, he is an active and permanent reviewer for many international conferences and symposia and the program committee member for many international conferences.\nIn teaching he has taught the core computer science subjects like, Digital Design, Real Time Embedded System Programming, Operating Systems, Software Engineering, Data Structures, Databases, Compiler Construction. In the Engineering side, Digital Signal Processing, Computer Architecture, Electronics Devices, Digital Filtering and Engineering Management.\nApart from his Academic Interest and activities he loves sport especially, Cricket, Football, Snooker and Squash. He plays cricket for Esbjerg city in the second division team as an opener wicket keeper batsman. He is a very good player of squash but has not played squash since his arrival in Denmark.",institutionString:null,institution:null},{id:"611",title:"Prof.",name:"T",middleName:null,surname:"Nagarajan",slug:"t-nagarajan",fullName:"T Nagarajan",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Universiti Teknologi Petronas",country:{name:"Malaysia"}}}],filtersByRegion:[{group:"region",caption:"North America",value:1,count:13404},{group:"region",caption:"Middle and South America",value:2,count:11682},{group:"region",caption:"Africa",value:3,count:4214},{group:"region",caption:"Asia",value:4,count:22424},{group:"region",caption:"Australia and Oceania",value:5,count:2020},{group:"region",caption:"Europe",value:6,count:33700}],offset:12,limit:12,total:135704},chapterEmbeded:{data:{}},editorApplication:{success:null,errors:{}},ofsBooks:{filterParams:{topicId:"16"},books:[{type:"book",id:"11027",title:"Basics of Hypoglycemia",subtitle:null,isOpenForSubmission:!0,hash:"98ebc1e36d02be82c204b8fd5d24f97a",slug:null,bookSignature:"Dr. Alok Raghav",coverURL:"https://cdn.intechopen.com/books/images_new/11027.jpg",editedByType:null,editors:[{id:"334465",title:"Dr.",name:"Alok",surname:"Raghav",slug:"alok-raghav",fullName:"Alok Raghav"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11568",title:"Staphylococcal Infections - Recent Advances and Perspectives",subtitle:null,isOpenForSubmission:!0,hash:"92c881664d1921c7f2d0fee34b78cd08",slug:null,bookSignature:"Dr. Jaime Bustos-Martínez and Dr. Juan José Valdez-Alarcón",coverURL:"https://cdn.intechopen.com/books/images_new/11568.jpg",editedByType:null,editors:[{id:"59719",title:"Dr.",name:"Jaime",surname:"Bustos-Martínez",slug:"jaime-bustos-martinez",fullName:"Jaime Bustos-Martínez"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11588",title:"Autism Spectrum Disorders - Recent Advances and New Perspectives",subtitle:null,isOpenForSubmission:!0,hash:"934f063be3eacb5dd0902ae8bc622392",slug:null,bookSignature:"Associate Prof. Marco Carotenuto",coverURL:"https://cdn.intechopen.com/books/images_new/11588.jpg",editedByType:null,editors:[{id:"305627",title:"Associate Prof.",name:"Marco",surname:"Carotenuto",slug:"marco-carotenuto",fullName:"Marco Carotenuto"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11591",title:"The Wounds of Our Mother Psychoanalysis - New Models for a Psychoanalysis in Crisis",subtitle:null,isOpenForSubmission:!0,hash:"c6a104ee38fec8d9ba8aa139a33003ce",slug:null,bookSignature:"Dr. Paolo Azzone",coverURL:"https://cdn.intechopen.com/books/images_new/11591.jpg",editedByType:null,editors:[{id:"324882",title:"Dr.",name:"Paolo",surname:"Azzone",slug:"paolo-azzone",fullName:"Paolo Azzone"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11658",title:"New Insights on Cardiomyopathy",subtitle:null,isOpenForSubmission:!0,hash:"5d0ebda47da7373edeafed39e1989809",slug:null,bookSignature:"M.D. Neelima Katukuri",coverURL:"https://cdn.intechopen.com/books/images_new/11658.jpg",editedByType:null,editors:[{id:"279532",title:"M.D.",name:"Neelima",surname:"Katukuri",slug:"neelima-katukuri",fullName:"Neelima Katukuri"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11681",title:"Hygiene and Health in Developing Countries - Recent Advances",subtitle:null,isOpenForSubmission:!0,hash:"f813d8ff33167c71ce9b862d1bda75c3",slug:null,bookSignature:"Prof. Sonja Šostar Turk and Ph.D. Urška Rozman",coverURL:"https://cdn.intechopen.com/books/images_new/11681.jpg",editedByType:null,editors:[{id:"200386",title:"Prof.",name:"Sonja",surname:"Šostar Turk",slug:"sonja-sostar-turk",fullName:"Sonja Šostar Turk"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11689",title:"New Advances in Rhinoplasty",subtitle:null,isOpenForSubmission:!0,hash:"e85f3e4534abe1e73bf65c055610a55f",slug:null,bookSignature:" Balwant Singh Gendeh",coverURL:"https://cdn.intechopen.com/books/images_new/11689.jpg",editedByType:null,editors:[{id:"67669",title:null,name:"Balwant Singh",surname:"Gendeh",slug:"balwant-singh-gendeh",fullName:"Balwant Singh Gendeh"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11692",title:"Updates in Neurosurgery",subtitle:null,isOpenForSubmission:!0,hash:"932191f01172af37c1842cead04da142",slug:null,bookSignature:"Prof. Bora Gürer and M.D. Pinar Kuru Bektaşoğlu",coverURL:"https://cdn.intechopen.com/books/images_new/11692.jpg",editedByType:null,editors:[{id:"95341",title:"Prof.",name:"Bora",surname:"Gürer",slug:"bora-gurer",fullName:"Bora Gürer"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11693",title:"Cartilage - Recent Findings and Treatment",subtitle:null,isOpenForSubmission:!0,hash:"90b8cac7c6b437387a540790d072699f",slug:null,bookSignature:"Dr. Karl Almqvist, Dr. Ahmed Ebrahim El Hamaky and Dr. Taiceer Abdulwahab",coverURL:"https://cdn.intechopen.com/books/images_new/11693.jpg",editedByType:null,editors:[{id:"251312",title:"Dr.",name:"Karl",surname:"Almqvist",slug:"karl-almqvist",fullName:"Karl Almqvist"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11694",title:"Premature Birth",subtitle:null,isOpenForSubmission:!0,hash:"128905645fdfd1634a82f3a480b8ec4a",slug:null,bookSignature:"Dr. Miljana Z. Z Jovandaric and Dr. Sandra Babic",coverURL:"https://cdn.intechopen.com/books/images_new/11694.jpg",editedByType:null,editors:[{id:"268043",title:"Dr.",name:"Miljana Z.",surname:"Jovandaric",slug:"miljana-z.-jovandaric",fullName:"Miljana Z. Jovandaric"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11695",title:"Biomechanical and Mechanobiological Analysis of Bone Mineral Density",subtitle:null,isOpenForSubmission:!0,hash:"db1790f61fd55a35e85e10e8ed9cf756",slug:null,bookSignature:"Dr. Abdelwahed Barkaoui",coverURL:"https://cdn.intechopen.com/books/images_new/11695.jpg",editedByType:null,editors:[{id:"320631",title:"Dr.",name:"Abdelwahed",surname:"Barkaoui",slug:"abdelwahed-barkaoui",fullName:"Abdelwahed Barkaoui"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11697",title:"Scoliosis",subtitle:null,isOpenForSubmission:!0,hash:"fa052443744b8f6ba5a87091e373bafe",slug:null,bookSignature:"",coverURL:"https://cdn.intechopen.com/books/images_new/11697.jpg",editedByType:null,editors:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],filtersByTopic:[{group:"topic",caption:"Agricultural and Biological Sciences",value:5,count:22},{group:"topic",caption:"Biochemistry, Genetics and Molecular Biology",value:6,count:6},{group:"topic",caption:"Business, Management and Economics",value:7,count:4},{group:"topic",caption:"Chemistry",value:8,count:15},{group:"topic",caption:"Computer and Information Science",value:9,count:18},{group:"topic",caption:"Earth and Planetary Sciences",value:10,count:8},{group:"topic",caption:"Engineering",value:11,count:37},{group:"topic",caption:"Environmental Sciences",value:12,count:5},{group:"topic",caption:"Immunology and Microbiology",value:13,count:8},{group:"topic",caption:"Materials Science",value:14,count:15},{group:"topic",caption:"Mathematics",value:15,count:8},{group:"topic",caption:"Medicine",value:16,count:61},{group:"topic",caption:"Nanotechnology and Nanomaterials",value:17,count:2},{group:"topic",caption:"Neuroscience",value:18,count:2},{group:"topic",caption:"Pharmacology, Toxicology and Pharmaceutical Science",value:19,count:7},{group:"topic",caption:"Physics",value:20,count:5},{group:"topic",caption:"Psychology",value:21,count:5},{group:"topic",caption:"Robotics",value:22,count:2},{group:"topic",caption:"Social Sciences",value:23,count:8},{group:"topic",caption:"Veterinary Medicine and Science",value:25,count:2}],offset:12,limit:12,total:140},popularBooks:{featuredBooks:[{type:"book",id:"10827",title:"Oral Health Care",subtitle:"An Important Issue of the Modern Society",isOpenForSubmission:!1,hash:"9a0ceb9ced4598aea3f3723f6dc4ea04",slug:"oral-health-care-an-important-issue-of-the-modern-society",bookSignature:"Lavinia Cosmina Ardelean and Laura Cristina Rusu",coverURL:"https://cdn.intechopen.com/books/images_new/10827.jpg",editors:[{id:"180569",title:"Dr.",name:"Lavinia",middleName:null,surname:"Ardelean",slug:"lavinia-ardelean",fullName:"Lavinia Ardelean"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10808",title:"Current Concepts in Dental Implantology",subtitle:"From Science to Clinical Research",isOpenForSubmission:!1,hash:"4af8830e463f89c57515c2da2b9777b0",slug:"current-concepts-in-dental-implantology-from-science-to-clinical-research",bookSignature:"Dragana Gabrić and Marko Vuletić",coverURL:"https://cdn.intechopen.com/books/images_new/10808.jpg",editors:[{id:"26946",title:"Prof.",name:"Dragana",middleName:null,surname:"Gabrić",slug:"dragana-gabric",fullName:"Dragana Gabrić"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10780",title:"Current Trends in Orthodontics",subtitle:null,isOpenForSubmission:!1,hash:"badce0e23eb5176fd653b049d5295c0a",slug:"current-trends-in-orthodontics",bookSignature:"Farid Bourzgui",coverURL:"https://cdn.intechopen.com/books/images_new/10780.jpg",editors:[{id:"52177",title:"Prof.",name:"Farid",middleName:null,surname:"Bourzgui",slug:"farid-bourzgui",fullName:"Farid Bourzgui"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"8452",title:"Organizational Conflict",subtitle:"New Insights",isOpenForSubmission:!1,hash:"96bdaaba38a7850a7e7379aa5a505748",slug:"organizational-conflict-new-insights",bookSignature:"Josiane Fahed-Sreih",coverURL:"https://cdn.intechopen.com/books/images_new/8452.jpg",editors:[{id:"103784",title:"Dr.",name:"Josiane",middleName:null,surname:"Fahed-Sreih",slug:"josiane-fahed-sreih",fullName:"Josiane Fahed-Sreih"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10206",title:"Terahertz Technology",subtitle:null,isOpenForSubmission:!1,hash:"2cdb79bf6297623f1d6202ef11f099c4",slug:"terahertz-technology",bookSignature:"Borwen You and Ja-Yu Lu",coverURL:"https://cdn.intechopen.com/books/images_new/10206.jpg",editors:[{id:"191131",title:"Dr.",name:"Borwen",middleName:null,surname:"You",slug:"borwen-you",fullName:"Borwen You"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11331",title:"Secondary Metabolites",subtitle:"Trends and Reviews",isOpenForSubmission:!1,hash:"7d6274f42d5441e537c5fa744bc84523",slug:"secondary-metabolites-trends-and-reviews",bookSignature:"Ramasamy Vijayakumar and Suresh Selvapuram Sudalaimuthu Raja",coverURL:"https://cdn.intechopen.com/books/images_new/11331.jpg",editors:[{id:"176044",title:"Dr.",name:"Ramasamy",middleName:null,surname:"Vijayakumar",slug:"ramasamy-vijayakumar",fullName:"Ramasamy Vijayakumar"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10793",title:"Molecular Mechanisms in Cancer",subtitle:null,isOpenForSubmission:!1,hash:"3ed2817275edb3de6f5683602314706e",slug:"molecular-mechanisms-in-cancer",bookSignature:"Metin Budak and Rajamanickam Rajkumar",coverURL:"https://cdn.intechopen.com/books/images_new/10793.jpg",editors:[{id:"226275",title:"Ph.D.",name:"Metin",middleName:null,surname:"Budak",slug:"metin-budak",fullName:"Metin Budak"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10957",title:"Liquid Crystals",subtitle:null,isOpenForSubmission:!1,hash:"7a2d81fa4893fcf74e7b3823a3e4f385",slug:"liquid-crystals",bookSignature:"Pankaj Kumar Choudhury and Abdel-Baset M.A. Ibrahim",coverURL:"https://cdn.intechopen.com/books/images_new/10957.jpg",editors:[{id:"205744",title:"Dr.",name:"Pankaj",middleName:null,surname:"Kumar Choudhury",slug:"pankaj-kumar-choudhury",fullName:"Pankaj Kumar Choudhury"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"7827",title:"Interpersonal Relationships",subtitle:null,isOpenForSubmission:!1,hash:"ebf41f4d17c75010eb3294cc8cac3d47",slug:"interpersonal-relationships",bookSignature:"Martha Peaslee Levine",coverURL:"https://cdn.intechopen.com/books/images_new/7827.jpg",editors:[{id:"186919",title:"Dr.",name:"Martha",middleName:null,surname:"Peaslee Levine",slug:"martha-peaslee-levine",fullName:"Martha Peaslee Levine"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10652",title:"Information Extraction and Object Tracking in Digital Video",subtitle:null,isOpenForSubmission:!1,hash:"d13718b2d986d058d55cf91e69bf21c0",slug:"information-extraction-and-object-tracking-in-digital-video",bookSignature:"Antonio José Ribeiro Neves and Francisco Javier Gallegos-Funes",coverURL:"https://cdn.intechopen.com/books/images_new/10652.jpg",editors:[{id:"1177",title:"Prof.",name:"António",middleName:"J. R.",surname:"José Ribeiro Neves",slug:"antonio-jose-ribeiro-neves",fullName:"António José Ribeiro Neves"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10820",title:"Data Clustering",subtitle:null,isOpenForSubmission:!1,hash:"086d299ffd05aacd2311c3ca4ebf0d3a",slug:"data-clustering",bookSignature:"Niansheng Tang",coverURL:"https://cdn.intechopen.com/books/images_new/10820.jpg",editors:[{id:"221831",title:"Prof.",name:"Niansheng",middleName:null,surname:"Tang",slug:"niansheng-tang",fullName:"Niansheng Tang"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10728",title:"Blood Groups",subtitle:"More than Inheritance of Antigenic Substances",isOpenForSubmission:!1,hash:"b5e79b54a382651f3130c9ee5ab862b4",slug:"blood-groups-more-than-inheritance-of-antigenic-substances",bookSignature:"Kaneez Fatima Shad",coverURL:"https://cdn.intechopen.com/books/images_new/10728.jpg",editors:[{id:"31988",title:"Prof.",name:"Kaneez",middleName:null,surname:"Fatima Shad",slug:"kaneez-fatima-shad",fullName:"Kaneez Fatima Shad"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}}],offset:12,limit:12,total:4810},hotBookTopics:{hotBooks:[],offset:0,limit:12,total:null},publish:{},publishingProposal:{success:null,errors:{}},books:{featuredBooks:[{type:"book",id:"10827",title:"Oral Health Care",subtitle:"An Important Issue of the Modern Society",isOpenForSubmission:!1,hash:"9a0ceb9ced4598aea3f3723f6dc4ea04",slug:"oral-health-care-an-important-issue-of-the-modern-society",bookSignature:"Lavinia Cosmina Ardelean and Laura Cristina Rusu",coverURL:"https://cdn.intechopen.com/books/images_new/10827.jpg",publishedDate:"August 17th 2022",numberOfDownloads:2310,editors:[{id:"180569",title:"Dr.",name:"Lavinia",middleName:null,surname:"Ardelean",slug:"lavinia-ardelean",fullName:"Lavinia Ardelean"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10808",title:"Current Concepts in Dental Implantology",subtitle:"From Science to Clinical Research",isOpenForSubmission:!1,hash:"4af8830e463f89c57515c2da2b9777b0",slug:"current-concepts-in-dental-implantology-from-science-to-clinical-research",bookSignature:"Dragana Gabrić and Marko Vuletić",coverURL:"https://cdn.intechopen.com/books/images_new/10808.jpg",publishedDate:"August 17th 2022",numberOfDownloads:2095,editors:[{id:"26946",title:"Prof.",name:"Dragana",middleName:null,surname:"Gabrić",slug:"dragana-gabric",fullName:"Dragana Gabrić"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10780",title:"Current Trends in Orthodontics",subtitle:null,isOpenForSubmission:!1,hash:"badce0e23eb5176fd653b049d5295c0a",slug:"current-trends-in-orthodontics",bookSignature:"Farid Bourzgui",coverURL:"https://cdn.intechopen.com/books/images_new/10780.jpg",publishedDate:"August 17th 2022",numberOfDownloads:2079,editors:[{id:"52177",title:"Prof.",name:"Farid",middleName:null,surname:"Bourzgui",slug:"farid-bourzgui",fullName:"Farid Bourzgui"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"8452",title:"Organizational Conflict",subtitle:"New Insights",isOpenForSubmission:!1,hash:"96bdaaba38a7850a7e7379aa5a505748",slug:"organizational-conflict-new-insights",bookSignature:"Josiane Fahed-Sreih",coverURL:"https://cdn.intechopen.com/books/images_new/8452.jpg",publishedDate:"August 17th 2022",numberOfDownloads:1987,editors:[{id:"103784",title:"Dr.",name:"Josiane",middleName:null,surname:"Fahed-Sreih",slug:"josiane-fahed-sreih",fullName:"Josiane Fahed-Sreih"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10206",title:"Terahertz Technology",subtitle:null,isOpenForSubmission:!1,hash:"2cdb79bf6297623f1d6202ef11f099c4",slug:"terahertz-technology",bookSignature:"Borwen You and Ja-Yu Lu",coverURL:"https://cdn.intechopen.com/books/images_new/10206.jpg",publishedDate:"August 17th 2022",numberOfDownloads:1528,editors:[{id:"191131",title:"Dr.",name:"Borwen",middleName:null,surname:"You",slug:"borwen-you",fullName:"Borwen You"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11331",title:"Secondary Metabolites",subtitle:"Trends and Reviews",isOpenForSubmission:!1,hash:"7d6274f42d5441e537c5fa744bc84523",slug:"secondary-metabolites-trends-and-reviews",bookSignature:"Ramasamy Vijayakumar and Suresh Selvapuram Sudalaimuthu Raja",coverURL:"https://cdn.intechopen.com/books/images_new/11331.jpg",publishedDate:"August 17th 2022",numberOfDownloads:932,editors:[{id:"176044",title:"Dr.",name:"Ramasamy",middleName:null,surname:"Vijayakumar",slug:"ramasamy-vijayakumar",fullName:"Ramasamy Vijayakumar"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10793",title:"Molecular Mechanisms in Cancer",subtitle:null,isOpenForSubmission:!1,hash:"3ed2817275edb3de6f5683602314706e",slug:"molecular-mechanisms-in-cancer",bookSignature:"Metin Budak and Rajamanickam Rajkumar",coverURL:"https://cdn.intechopen.com/books/images_new/10793.jpg",publishedDate:"August 17th 2022",numberOfDownloads:700,editors:[{id:"226275",title:"Ph.D.",name:"Metin",middleName:null,surname:"Budak",slug:"metin-budak",fullName:"Metin Budak"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10957",title:"Liquid Crystals",subtitle:null,isOpenForSubmission:!1,hash:"7a2d81fa4893fcf74e7b3823a3e4f385",slug:"liquid-crystals",bookSignature:"Pankaj Kumar Choudhury and Abdel-Baset M.A. Ibrahim",coverURL:"https://cdn.intechopen.com/books/images_new/10957.jpg",publishedDate:"August 17th 2022",numberOfDownloads:676,editors:[{id:"205744",title:"Dr.",name:"Pankaj",middleName:null,surname:"Kumar Choudhury",slug:"pankaj-kumar-choudhury",fullName:"Pankaj Kumar Choudhury"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"7827",title:"Interpersonal Relationships",subtitle:null,isOpenForSubmission:!1,hash:"ebf41f4d17c75010eb3294cc8cac3d47",slug:"interpersonal-relationships",bookSignature:"Martha Peaslee Levine",coverURL:"https://cdn.intechopen.com/books/images_new/7827.jpg",publishedDate:"July 27th 2022",numberOfDownloads:7215,editors:[{id:"186919",title:"Dr.",name:"Martha",middleName:null,surname:"Peaslee Levine",slug:"martha-peaslee-levine",fullName:"Martha Peaslee Levine"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10652",title:"Information Extraction and Object Tracking in Digital Video",subtitle:null,isOpenForSubmission:!1,hash:"d13718b2d986d058d55cf91e69bf21c0",slug:"information-extraction-and-object-tracking-in-digital-video",bookSignature:"Antonio José Ribeiro Neves and Francisco Javier Gallegos-Funes",coverURL:"https://cdn.intechopen.com/books/images_new/10652.jpg",publishedDate:"August 17th 2022",numberOfDownloads:602,editors:[{id:"1177",title:"Prof.",name:"António",middleName:"J. R.",surname:"José Ribeiro Neves",slug:"antonio-jose-ribeiro-neves",fullName:"António José Ribeiro Neves"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}}],latestBooks:[{type:"book",id:"8452",title:"Organizational Conflict",subtitle:"New Insights",isOpenForSubmission:!1,hash:"96bdaaba38a7850a7e7379aa5a505748",slug:"organizational-conflict-new-insights",bookSignature:"Josiane Fahed-Sreih",coverURL:"https://cdn.intechopen.com/books/images_new/8452.jpg",editedByType:"Edited by",publishedDate:"August 17th 2022",editors:[{id:"103784",title:"Dr.",name:"Josiane",middleName:null,surname:"Fahed-Sreih",slug:"josiane-fahed-sreih",fullName:"Josiane Fahed-Sreih"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10778",title:"Model-Based Control Engineering",subtitle:"Recent Design and Implementations for Varied Applications",isOpenForSubmission:!1,hash:"e39a567d9b6d2a45d0a1d927362c9005",slug:"model-based-control-engineering-recent-design-and-implementations-for-varied-applications",bookSignature:"Umar Zakir Abdul Hamid and Ahmad `Athif Mohd Faudzi",coverURL:"https://cdn.intechopen.com/books/images_new/10778.jpg",editedByType:"Edited by",publishedDate:"August 17th 2022",editors:[{id:"268173",title:"Dr.",name:"Umar Zakir Abdul",middleName:null,surname:"Hamid",slug:"umar-zakir-abdul-hamid",fullName:"Umar Zakir Abdul Hamid"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10780",title:"Current Trends in Orthodontics",subtitle:null,isOpenForSubmission:!1,hash:"badce0e23eb5176fd653b049d5295c0a",slug:"current-trends-in-orthodontics",bookSignature:"Farid Bourzgui",coverURL:"https://cdn.intechopen.com/books/images_new/10780.jpg",editedByType:"Edited by",publishedDate:"August 17th 2022",editors:[{id:"52177",title:"Prof.",name:"Farid",middleName:null,surname:"Bourzgui",slug:"farid-bourzgui",fullName:"Farid Bourzgui"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10793",title:"Molecular Mechanisms in Cancer",subtitle:null,isOpenForSubmission:!1,hash:"3ed2817275edb3de6f5683602314706e",slug:"molecular-mechanisms-in-cancer",bookSignature:"Metin Budak and Rajamanickam Rajkumar",coverURL:"https://cdn.intechopen.com/books/images_new/10793.jpg",editedByType:"Edited by",publishedDate:"August 17th 2022",editors:[{id:"226275",title:"Ph.D.",name:"Metin",middleName:null,surname:"Budak",slug:"metin-budak",fullName:"Metin Budak"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11308",title:"Selected Topics on Infant Feeding",subtitle:null,isOpenForSubmission:!1,hash:"213c3e403327a2919eca1dc5e82a0ec3",slug:"selected-topics-on-infant-feeding",bookSignature:"Isam Jaber AL-Zwaini and Haider Hadi AL-Musawi",coverURL:"https://cdn.intechopen.com/books/images_new/11308.jpg",editedByType:"Edited by",publishedDate:"August 17th 2022",editors:[{id:"30993",title:"Prof.",name:"Isam Jaber",middleName:null,surname:"Al-Zwaini",slug:"isam-jaber-al-zwaini",fullName:"Isam Jaber Al-Zwaini"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10808",title:"Current Concepts in Dental Implantology",subtitle:"From Science to Clinical Research",isOpenForSubmission:!1,hash:"4af8830e463f89c57515c2da2b9777b0",slug:"current-concepts-in-dental-implantology-from-science-to-clinical-research",bookSignature:"Dragana Gabrić and Marko Vuletić",coverURL:"https://cdn.intechopen.com/books/images_new/10808.jpg",editedByType:"Edited by",publishedDate:"August 17th 2022",editors:[{id:"26946",title:"Prof.",name:"Dragana",middleName:null,surname:"Gabrić",slug:"dragana-gabric",fullName:"Dragana Gabrić"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11331",title:"Secondary Metabolites",subtitle:"Trends and Reviews",isOpenForSubmission:!1,hash:"7d6274f42d5441e537c5fa744bc84523",slug:"secondary-metabolites-trends-and-reviews",bookSignature:"Ramasamy Vijayakumar and Suresh Selvapuram Sudalaimuthu Raja",coverURL:"https://cdn.intechopen.com/books/images_new/11331.jpg",editedByType:"Edited by",publishedDate:"August 17th 2022",editors:[{id:"176044",title:"Dr.",name:"Ramasamy",middleName:null,surname:"Vijayakumar",slug:"ramasamy-vijayakumar",fullName:"Ramasamy Vijayakumar"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10820",title:"Data Clustering",subtitle:null,isOpenForSubmission:!1,hash:"086d299ffd05aacd2311c3ca4ebf0d3a",slug:"data-clustering",bookSignature:"Niansheng Tang",coverURL:"https://cdn.intechopen.com/books/images_new/10820.jpg",editedByType:"Edited by",publishedDate:"August 17th 2022",editors:[{id:"221831",title:"Prof.",name:"Niansheng",middleName:null,surname:"Tang",slug:"niansheng-tang",fullName:"Niansheng Tang"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10827",title:"Oral Health Care",subtitle:"An Important Issue of the Modern Society",isOpenForSubmission:!1,hash:"9a0ceb9ced4598aea3f3723f6dc4ea04",slug:"oral-health-care-an-important-issue-of-the-modern-society",bookSignature:"Lavinia Cosmina Ardelean and Laura Cristina Rusu",coverURL:"https://cdn.intechopen.com/books/images_new/10827.jpg",editedByType:"Edited by",publishedDate:"August 17th 2022",editors:[{id:"180569",title:"Dr.",name:"Lavinia",middleName:null,surname:"Ardelean",slug:"lavinia-ardelean",fullName:"Lavinia Ardelean"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11139",title:"Geochemistry and Mineral Resources",subtitle:null,isOpenForSubmission:!1,hash:"928cebbdce21d9b3f081267b24f12dfb",slug:"geochemistry-and-mineral-resources",bookSignature:"Hosam M. Saleh and Amal I. Hassan",coverURL:"https://cdn.intechopen.com/books/images_new/11139.jpg",editedByType:"Edited by",publishedDate:"August 17th 2022",editors:[{id:"144691",title:"Prof.",name:"Hosam M.",middleName:null,surname:"Saleh",slug:"hosam-m.-saleh",fullName:"Hosam M. Saleh"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},subject:{topic:{id:"162",title:"Analysis & Calculus",slug:"analysis-and-calculus",parent:{id:"15",title:"Mathematics",slug:"mathematics"},numberOfBooks:4,numberOfSeries:0,numberOfAuthorsAndEditors:58,numberOfWosCitations:6,numberOfCrossrefCitations:11,numberOfDimensionsCitations:31,videoUrl:null,fallbackUrl:null,description:null},booksByTopicFilter:{topicId:"162",sort:"-publishedDate",limit:12,offset:0},booksByTopicCollection:[{type:"book",id:"10474",title:"Recent Developments in the Solution of Nonlinear Differential Equations",subtitle:null,isOpenForSubmission:!1,hash:"2c2ede74fb69da638858683eca553cd2",slug:"recent-developments-in-the-solution-of-nonlinear-differential-equations",bookSignature:"Bruno Carpentieri",coverURL:"https://cdn.intechopen.com/books/images_new/10474.jpg",editedByType:"Edited by",editors:[{id:"92921",title:"Dr.",name:"Bruno",middleName:null,surname:"Carpentieri",slug:"bruno-carpentieri",fullName:"Bruno Carpentieri"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"7785",title:"Functional Calculus",subtitle:null,isOpenForSubmission:!1,hash:"9b51d670247ac5496464a21e1e1c5a1d",slug:"functional-calculus",bookSignature:"Kamal Shah and Baver Okutmuştur",coverURL:"https://cdn.intechopen.com/books/images_new/7785.jpg",editedByType:"Edited by",editors:[{id:"231748",title:"Dr.",name:"Kamal",middleName:null,surname:"Shah",slug:"kamal-shah",fullName:"Kamal Shah"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"6637",title:"Differential Equations",subtitle:"Theory and Current Research",isOpenForSubmission:!1,hash:"c5af67a2181408773d29a118452dbef2",slug:"differential-equations-theory-and-current-research",bookSignature:"Terry E. Moschandreou",coverURL:"https://cdn.intechopen.com/books/images_new/6637.jpg",editedByType:"Edited by",editors:[{id:"146196",title:"Dr.",name:"Terry E.",middleName:null,surname:"Moschandreou",slug:"terry-e.-moschandreou",fullName:"Terry E. Moschandreou"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3729",title:"Orbital Integrals on Reductive Lie Groups and Their Algebras",subtitle:null,isOpenForSubmission:!1,hash:"0e1538fba70d1a9ed222ff4e8d5b8d90",slug:"orbital-integrals-on-reductive-lie-groups-and-their-algebras",bookSignature:"Francisco Bulnes",coverURL:"https://cdn.intechopen.com/books/images_new/3729.jpg",editedByType:"Authored by",editors:[{id:"92918",title:"Dr.",name:"Francisco",middleName:null,surname:"Bulnes",slug:"francisco-bulnes",fullName:"Francisco Bulnes"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"3",chapterContentType:"chapter",authoredCaption:"Authored by"}}],booksByTopicTotal:4,seriesByTopicCollection:[],seriesByTopicTotal:0,mostCitedChapters:[{id:"68279",doi:"10.5772/intechopen.88279",title:"Spectral Observations of PM10 Fluctuations in the Hilbert Space",slug:"spectral-observations-of-pm10-fluctuations-in-the-hilbert-space",totalDownloads:682,totalCrossrefCites:0,totalDimensionsCites:12,abstract:"During the last 20 years, many megacities have experienced air pollution leading to negative impacts on human health. In the Caribbean region, air quality is widely affected by African dust which causes several diseases, particularly, respiratory diseases. This is why it is crucial to improve the understanding of PM10 fluctuations in order to elaborate strategies and construct tools to predict dust events. A first step consists to characterize the dynamical properties of PM10 fluctuations, for instance, to highlight possible scaling in PM10 density power spectrum. For that, the scale-invariant properties of PM10 daily time series during 6 years are investigated through the theoretical Hilbert frame. Thereafter, the Hilbert spectrum in time-frequency domain is considered. The choice of theoretical frame must be relevant. A comparative analysis is also provided between the results achieved in the Hilbert and Fourier spaces.",book:{id:"7785",slug:"functional-calculus",title:"Functional Calculus",fullTitle:"Functional Calculus"},signatures:"Thomas Plocoste and Rudy Calif",authors:null},{id:"59832",doi:"10.5772/intechopen.73291",title:"Solution of Nonlinear Partial Differential Equations by New Laplace Variational Iteration Method",slug:"solution-of-nonlinear-partial-differential-equations-by-new-laplace-variational-iteration-method",totalDownloads:1645,totalCrossrefCites:3,totalDimensionsCites:5,abstract:"Nonlinear equations are of great importance to our contemporary world. Nonlinear phenomena have important applications in applied mathematics, physics, and issues related to engineering. Despite the importance of obtaining the exact solution of nonlinear partial differential equations in physics and applied mathematics, there is still the daunting problem of finding new methods to discover new exact or approximate solutions. The purpose of this chapter is to impart a safe strategy for solving some linear and nonlinear partial differential equations in applied science and physics fields, by combining Laplace transform and the modified variational iteration method (VIM). This method is founded on the variational iteration method, Laplace transforms and convolution integral, such that, we put in an alternative Laplace correction functional and express the integral as a convolution. Some examples in physical engineering are provided to illustrate the simplicity and reliability of this method. The solutions of these examples are contingent only on the initial conditions.",book:{id:"6637",slug:"differential-equations-theory-and-current-research",title:"Differential Equations",fullTitle:"Differential Equations - Theory and Current Research"},signatures:"Tarig M. Elzaki",authors:[{id:"190781",title:"Dr.",name:"Tarig M.",middleName:null,surname:"Elzaki",slug:"tarig-m.-elzaki",fullName:"Tarig M. Elzaki"}]},{id:"60553",doi:"10.5772/intechopen.74560",title:"Fixed Point Theory Approach to Existence of Solutions with Differential Equations",slug:"fixed-point-theory-approach-to-existence-of-solutions-with-differential-equations",totalDownloads:1892,totalCrossrefCites:2,totalDimensionsCites:3,abstract:"In this chapter, we introduce a generalized contractions and prove some fixed point theorems in generalized metric spaces by using the generalized contractions. Moreover, we will apply the fixed point theorems to show the existence and uniqueness of solution to the ordinary difference equation (ODE), Partial difference equation (PDEs) and fractional boundary value problem.",book:{id:"6637",slug:"differential-equations-theory-and-current-research",title:"Differential Equations",fullTitle:"Differential Equations - Theory and Current Research"},signatures:"Piyachat Borisut, Konrawut Khammahawong and Poom Kumam",authors:[{id:"191850",title:"Dr.",name:"Poom",middleName:null,surname:"Kumam",slug:"poom-kumam",fullName:"Poom Kumam"},{id:"241908",title:"Mr.",name:"Piyachat",middleName:null,surname:"Borisut",slug:"piyachat-borisut",fullName:"Piyachat Borisut"},{id:"241909",title:"Mr.",name:"Konrawut",middleName:null,surname:"Khammahawong",slug:"konrawut-khammahawong",fullName:"Konrawut Khammahawong"}]},{id:"76114",doi:"10.5772/intechopen.96268",title:"Boundary Element Modeling and Simulation Algorithm for Fractional Bio-Thermomechanical Problems of Anisotropic Soft Tissues",slug:"boundary-element-modeling-and-simulation-algorithm-for-fractional-bio-thermomechanical-problems-of-a",totalDownloads:262,totalCrossrefCites:0,totalDimensionsCites:2,abstract:"The main purpose of this chapter is to propose a novel boundary element modeling and simulation algorithm for solving fractional bio-thermomechanical problems in anisotropic soft tissues. The governing equations are studied on the basis of the thermal wave model of bio-heat transfer (TWMBT) and Biot’s theory. These governing equations are solved using the boundary element method (BEM), which is a flexible and effective approach since it deals with more complex shapes of soft tissues and does not need the internal domain to be discretized, also, it has low RAM and CPU usage. The transpose-free quasi-minimal residual (TFQMR) solver are implemented with a dual-threshold incomplete LU factorization technique (ILUT) preconditioner to solve the linear systems arising from BEM. Numerical findings are depicted graphically to illustrate the influence of fractional order parameter on the problem variables and confirm the validity, efficiency and accuracy of the proposed BEM technique.",book:{id:"10474",slug:"recent-developments-in-the-solution-of-nonlinear-differential-equations",title:"Recent Developments in the Solution of Nonlinear Differential Equations",fullTitle:"Recent Developments in the Solution of Nonlinear Differential Equations"},signatures:"Mohamed Abdelsabour Fahmy",authors:[{id:"233766",title:"Prof.",name:"Mohamed Abdelsabour",middleName:"Abdelsabour",surname:"Fahmy",slug:"mohamed-abdelsabour-fahmy",fullName:"Mohamed Abdelsabour Fahmy"}]},{id:"60295",doi:"10.5772/intechopen.75523",title:"Existence Theory of Differential Equations of Arbitrary Order",slug:"existence-theory-of-differential-equations-of-arbitrary-order",totalDownloads:871,totalCrossrefCites:1,totalDimensionsCites:2,abstract:"The aims of this chapter are devoted to investigate a system of fractional-order differential equations (FDEs) with multipoint boundary conditions. Necessary and sufficient conditions are investigated for at most one solution to the proposed problem. Also, results for the existence of at least one or two positive solutions are developed by using a fixed-point theorem of concave-type operator for the considered problem. Further, we extend the conditions for more than two solutions and established some adequate conditions for multiplicity results to the proposed problem. Also, a result devoted to Hyers-Ulam stability is discussed. Suitable examples are provided to verify the established results.",book:{id:"6637",slug:"differential-equations-theory-and-current-research",title:"Differential Equations",fullTitle:"Differential Equations - Theory and Current Research"},signatures:"Kamal Shah and Yongjin Li",authors:[{id:"231748",title:"Dr.",name:"Kamal",middleName:null,surname:"Shah",slug:"kamal-shah",fullName:"Kamal Shah"},{id:"240625",title:"Prof.",name:"Yongjin",middleName:null,surname:"Li",slug:"yongjin-li",fullName:"Yongjin Li"}]}],mostDownloadedChaptersLast30Days:[{id:"70922",title:"Approximate Solutions of Some Boundary Value Problems by Using Operational Matrices of Bernstein Polynomials",slug:"approximate-solutions-of-some-boundary-value-problems-by-using-operational-matrices-of-bernstein-pol",totalDownloads:739,totalCrossrefCites:0,totalDimensionsCites:0,abstract:"In this chapter, we develop an efficient numerical scheme for the solution of boundary value problems of fractional order differential equations as well as their coupled systems by using Bernstein polynomials. On using the mentioned polynomial, we construct operational matrices for both fractional order derivatives and integrations. Also we construct a new matrix for the boundary condition. Based on the suggested method, we convert the considered problem to algebraic equation, which can be easily solved by using Matlab. In the last section, numerical examples are provided to illustrate our main results.",book:{id:"7785",slug:"functional-calculus",title:"Functional Calculus",fullTitle:"Functional Calculus"},signatures:"Kamal Shah, Thabet Abdeljawad, Hammad Khalil and Rahmat Ali Khan",authors:[{id:"231748",title:"Dr.",name:"Kamal",middleName:null,surname:"Shah",slug:"kamal-shah",fullName:"Kamal Shah"}]},{id:"59899",title:"Local Discontinuous Galerkin Method for Nonlinear Ginzburg- Landau Equation",slug:"local-discontinuous-galerkin-method-for-nonlinear-ginzburg-landau-equation",totalDownloads:1025,totalCrossrefCites:0,totalDimensionsCites:0,abstract:"The Ginzburg-Landau equation has been applied widely in many fields. It describes the amplitude evolution of instability waves in a large variety of dissipative systems in fluid mechanics, which are close to criticality. In this chapter, we develop a local discontinuous Galerkin method to solve the nonlinear Ginzburg-Landau equation. The nonlinear Ginzburg-Landau problem has been expressed as a system of low-order differential equations. Moreover, we prove stability and optimal order of convergence OhN+1 for Ginzburg-Landau equation where h and N are the space step size and polynomial degree, respectively. The numerical experiments confirm the theoretical results of the method.",book:{id:"6637",slug:"differential-equations-theory-and-current-research",title:"Differential Equations",fullTitle:"Differential Equations - Theory and Current Research"},signatures:"Tarek Aboelenen",authors:[{id:"235289",title:"Dr.",name:"Tarek",middleName:null,surname:"Aboelenen",slug:"tarek-aboelenen",fullName:"Tarek Aboelenen"}]},{id:"68618",title:"Folding on the Chaotic Graph Operations and Their Fundamental Group",slug:"folding-on-the-chaotic-graph-operations-and-their-fundamental-group",totalDownloads:729,totalCrossrefCites:0,totalDimensionsCites:0,abstract:"Our aim in the present chapter is to introduce a new type of operations on the chaotic graph, namely, chaotic connected edge graphs under the identification topology. The concept of chaotic foldings on the chaotic edge graph will be discussed from the viewpoint of algebra and geometry. The relation between the chaotic homeomorphisms and chaotic foldings on the chaotic connected edge graphs and their fundamental group is deduced. The fundamental group of the limit chaotic chain of foldings on chaotic. Many types of chaotic foldings are achieved. Theorems governing these relations are achieved. We also discuss some applications in chemistry and biology.",book:{id:"7785",slug:"functional-calculus",title:"Functional Calculus",fullTitle:"Functional Calculus"},signatures:"Mohammed Abu Saleem",authors:null},{id:"60553",title:"Fixed Point Theory Approach to Existence of Solutions with Differential Equations",slug:"fixed-point-theory-approach-to-existence-of-solutions-with-differential-equations",totalDownloads:1891,totalCrossrefCites:2,totalDimensionsCites:3,abstract:"In this chapter, we introduce a generalized contractions and prove some fixed point theorems in generalized metric spaces by using the generalized contractions. Moreover, we will apply the fixed point theorems to show the existence and uniqueness of solution to the ordinary difference equation (ODE), Partial difference equation (PDEs) and fractional boundary value problem.",book:{id:"6637",slug:"differential-equations-theory-and-current-research",title:"Differential Equations",fullTitle:"Differential Equations - Theory and Current Research"},signatures:"Piyachat Borisut, Konrawut Khammahawong and Poom Kumam",authors:[{id:"191850",title:"Dr.",name:"Poom",middleName:null,surname:"Kumam",slug:"poom-kumam",fullName:"Poom Kumam"},{id:"241908",title:"Mr.",name:"Piyachat",middleName:null,surname:"Borisut",slug:"piyachat-borisut",fullName:"Piyachat Borisut"},{id:"241909",title:"Mr.",name:"Konrawut",middleName:null,surname:"Khammahawong",slug:"konrawut-khammahawong",fullName:"Konrawut Khammahawong"}]},{id:"43550",title:"Orbital Integrals on Reductive Lie Groups and Their Algebras",slug:"orbital-integrals-on-reductive-lie-groups-and-their-algebrasB",totalDownloads:2397,totalCrossrefCites:0,totalDimensionsCites:null,abstract:null,book:{id:"3729",slug:"orbital-integrals-on-reductive-lie-groups-and-their-algebras",title:"Orbital Integrals on Reductive Lie Groups and Their Algebras",fullTitle:"Orbital Integrals on Reductive Lie Groups and Their Algebras"},signatures:"Francisco Bulnes",authors:null}],onlineFirstChaptersFilter:{topicId:"162",limit:6,offset:0},onlineFirstChaptersCollection:[],onlineFirstChaptersTotal:0},preDownload:{success:null,errors:{}},subscriptionForm:{success:null,errors:{}},aboutIntechopen:{},privacyPolicy:{},peerReviewing:{},howOpenAccessPublishingWithIntechopenWorks:{},sponsorshipBooks:{sponsorshipBooks:[],offset:8,limit:8,total:0},allSeries:{pteSeriesList:[{id:"14",title:"Artificial Intelligence",numberOfPublishedBooks:11,numberOfPublishedChapters:91,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:108,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:33,numberOfPublishedChapters:333,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:19,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:14,numberOfPublishedChapters:145,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:11,numberOfPublishedChapters:144,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!0},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:126,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:113,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2632-0517",doi:"10.5772/intechopen.73681",isOpenForSubmission:!0}],sshSeriesList:[{id:"22",title:"Business, Management and Economics",numberOfPublishedBooks:1,numberOfPublishedChapters:23,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:13,numberOfOpenTopics:1,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!0},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:1,numberOfPublishedChapters:19,numberOfOpenTopics:5,numberOfUpcomingTopics:0,issn:"2753-6580",doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],testimonialsList:[{id:"6",text:"It is great to work with the IntechOpen to produce a worthwhile collection of research that also becomes a great educational resource and guide for future research endeavors.",author:{id:"259298",name:"Edward",surname:"Narayan",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/259298/images/system/259298.jpeg",slug:"edward-narayan",institution:{id:"3",name:"University of Queensland",country:{id:null,name:"Australia"}}}},{id:"13",text:"The collaboration with and support of the technical staff of IntechOpen is fantastic. The whole process of submitting an article and editing of the submitted article goes extremely smooth and fast, the number of reads and downloads of chapters is high, and the contributions are also frequently cited.",author:{id:"55578",name:"Antonio",surname:"Jurado-Navas",institutionString:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRisIQAS/Profile_Picture_1626166543950",slug:"antonio-jurado-navas",institution:{id:"720",name:"University of Malaga",country:{id:null,name:"Spain"}}}}]},series:{item:{id:"14",title:"Artificial Intelligence",doi:"10.5772/intechopen.79920",issn:"2633-1403",scope:"Artificial Intelligence (AI) is a rapidly developing multidisciplinary research area that aims to solve increasingly complex problems. In today's highly integrated world, AI promises to become a robust and powerful means for obtaining solutions to previously unsolvable problems. This Series is intended for researchers and students alike interested in this fascinating field and its many applications.",coverUrl:"https://cdn.intechopen.com/series/covers/14.jpg",latestPublicationDate:"August 17th, 2022",hasOnlineFirst:!0,numberOfPublishedBooks:11,editor:{id:"218714",title:"Prof.",name:"Andries",middleName:null,surname:"Engelbrecht",slug:"andries-engelbrecht",fullName:"Andries Engelbrecht",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRNR8QAO/Profile_Picture_1622640468300",biography:"Andries Engelbrecht received the Masters and PhD degrees in Computer Science from the University of Stellenbosch, South Africa, in 1994 and 1999 respectively. He is currently appointed as the Voigt Chair in Data Science in the Department of Industrial Engineering, with a joint appointment as Professor in the Computer Science Division, Stellenbosch University. Prior to his appointment at Stellenbosch University, he has been at the University of Pretoria, Department of Computer Science (1998-2018), where he was appointed as South Africa Research Chair in Artifical Intelligence (2007-2018), the head of the Department of Computer Science (2008-2017), and Director of the Institute for Big Data and Data Science (2017-2018). In addition to a number of research articles, he has written two books, Computational Intelligence: An Introduction and Fundamentals of Computational Swarm Intelligence.",institutionString:null,institution:{name:"Stellenbosch University",institutionURL:null,country:{name:"South Africa"}}},editorTwo:null,editorThree:null},subseries:{paginationCount:4,paginationItems:[{id:"3",title:"Bacterial Infectious Diseases",coverUrl:"https://cdn.intechopen.com/series_topics/covers/3.jpg",isOpenForSubmission:!0,editor:{id:"205604",title:"Dr.",name:"Tomas",middleName:null,surname:"Jarzembowski",slug:"tomas-jarzembowski",fullName:"Tomas Jarzembowski",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRKriQAG/Profile_Picture_2022-06-16T11:01:31.jpg",biography:"Tomasz Jarzembowski was born in 1968 in Gdansk, Poland. He obtained his Ph.D. degree in 2000 from the Medical University of Gdańsk (UG). After specialization in clinical microbiology in 2003, he started studying biofilm formation and antibiotic resistance at the single-cell level. In 2015, he obtained his D.Sc. degree. His later study in cooperation with experts in nephrology and immunology resulted in the designation of the new diagnostic method of UTI, patented in 2017. He is currently working at the Department of Microbiology, Medical University of Gdańsk (GUMed), Poland. Since many years, he is a member of steering committee of Gdańsk branch of Polish Society of Microbiologists, a member of ESCMID. He is also a reviewer and a member of editorial boards of a number of international journals.",institutionString:"Medical University of Gdańsk, Poland",institution:null},editorTwo:{id:"484980",title:"Dr.",name:"Katarzyna",middleName:null,surname:"Garbacz",slug:"katarzyna-garbacz",fullName:"Katarzyna Garbacz",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00003St8TAQAZ/Profile_Picture_2022-07-07T09:45:16.jpg",biography:"Katarzyna Maria Garbacz, MD, is an Associate Professor at the Medical University of Gdańsk, Poland and she is head of the Department of Oral Microbiology of the Medical University of Gdańsk. She has published more than 50 scientific publications in peer-reviewed journals. She has been a project leader funded by the National Science Centre of Poland. Prof. Garbacz is a microbiologist working on applied and fundamental questions in microbial epidemiology and pathogenesis. Her research interest is in antibiotic resistance, host-pathogen interaction, and therapeutics development for staphylococcal pathogens, mainly Staphylococcus aureus, which causes hospital-acquired infections. Currently, her research is mostly focused on the study of oral pathogens, particularly Staphylococcus spp.",institutionString:"Medical University of Gdańsk, Poland",institution:null},editorThree:null},{id:"4",title:"Fungal Infectious Diseases",coverUrl:"https://cdn.intechopen.com/series_topics/covers/4.jpg",isOpenForSubmission:!0,editor:{id:"174134",title:"Dr.",name:"Yuping",middleName:null,surname:"Ran",slug:"yuping-ran",fullName:"Yuping Ran",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bS9d6QAC/Profile_Picture_1630330675373",biography:"Dr. Yuping Ran, Professor, Department of Dermatology, West China Hospital, Sichuan University, Chengdu, China. Completed the Course Medical Mycology, the Centraalbureau voor Schimmelcultures (CBS), Fungal Biodiversity Centre, Netherlands (2006). International Union of Microbiological Societies (IUMS) Fellow, and International Emerging Infectious Diseases (IEID) Fellow, Centers for Diseases Control and Prevention (CDC), Atlanta, USA. Diploma of Dermatological Scientist, Japanese Society for Investigative Dermatology. Ph.D. of Juntendo University, Japan. Bachelor’s and Master’s degree, Medicine, West China University of Medical Sciences. Chair of Sichuan Medical Association Dermatology Committee. General Secretary of The 19th Annual Meeting of Chinese Society of Dermatology and the Asia Pacific Society for Medical Mycology (2013). In charge of the Annual Medical Mycology Course over 20-years authorized by National Continue Medical Education Committee of China. Member of the board of directors of the Asia-Pacific Society for Medical Mycology (APSMM). Associate editor of Mycopathologia. Vice-chief of the editorial board of Chinses Journal of Mycology, China. Board Member and Chair of Mycology Group of Chinese Society of Dermatology.",institutionString:null,institution:{name:"Sichuan University",institutionURL:null,country:{name:"China"}}},editorTwo:null,editorThree:null},{id:"5",title:"Parasitic Infectious Diseases",coverUrl:"https://cdn.intechopen.com/series_topics/covers/5.jpg",isOpenForSubmission:!0,editor:{id:"67907",title:"Dr.",name:"Amidou",middleName:null,surname:"Samie",slug:"amidou-samie",fullName:"Amidou Samie",profilePictureURL:"https://mts.intechopen.com/storage/users/67907/images/system/67907.jpg",biography:"Dr. Amidou Samie is an Associate Professor of Microbiology at the University of Venda, in South Africa, where he graduated for his PhD in May 2008. He joined the Department of Microbiology the same year and has been giving lectures on topics covering parasitology, immunology, molecular biology and industrial microbiology. He is currently a rated researcher by the National Research Foundation of South Africa at category C2. He has published widely in the field of infectious diseases and has overseen several MSc’s and PhDs. His research activities mostly cover topics on infectious diseases from epidemiology to control. His particular interest lies in the study of intestinal protozoan parasites and opportunistic infections among HIV patients as well as the potential impact of childhood diarrhoea on growth and child development. He also conducts research on water-borne diseases and water quality and is involved in the evaluation of point-of-use water treatment technologies using silver and copper nanoparticles in collaboration with the University of Virginia, USA. He also studies the use of medicinal plants for the control of infectious diseases as well as antimicrobial drug resistance.",institutionString:null,institution:{name:"University of Venda",institutionURL:null,country:{name:"South Africa"}}},editorTwo:null,editorThree:null},{id:"6",title:"Viral Infectious Diseases",coverUrl:"https://cdn.intechopen.com/series_topics/covers/6.jpg",isOpenForSubmission:!0,editor:{id:"158026",title:"Prof.",name:"Shailendra K.",middleName:null,surname:"Saxena",slug:"shailendra-k.-saxena",fullName:"Shailendra K. Saxena",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRET3QAO/Profile_Picture_2022-05-10T10:10:26.jpeg",biography:"Professor Dr. Shailendra K. Saxena is a vice dean and professor at King George's Medical University, Lucknow, India. His research interests involve understanding the molecular mechanisms of host defense during human viral infections and developing new predictive, preventive, and therapeutic strategies for them using Japanese encephalitis virus (JEV), HIV, and emerging viruses as a model via stem cell and cell culture technologies. His research work has been published in various high-impact factor journals (Science, PNAS, Nature Medicine) with a high number of citations. He has received many awards and honors in India and abroad including various Young Scientist Awards, BBSRC India Partnering Award, and Dr. JC Bose National Award of Department of Biotechnology, Min. of Science and Technology, Govt. of India. Dr. Saxena is a fellow of various international societies/academies including the Royal College of Pathologists, United Kingdom; Royal Society of Medicine, London; Royal Society of Biology, United Kingdom; Royal Society of Chemistry, London; and Academy of Translational Medicine Professionals, Austria. He was named a Global Leader in Science by The Scientist. He is also an international opinion leader/expert in vaccination for Japanese encephalitis by IPIC (UK).",institutionString:"King George's Medical University",institution:{name:"King George's Medical University",institutionURL:null,country:{name:"India"}}},editorTwo:null,editorThree:null}]},overviewPageOFChapters:{paginationCount:23,paginationItems:[{id:"83129",title:"Airborne Transmission and Control of Influenza and Other Respiratory Pathogens",doi:"10.5772/intechopen.106446",signatures:"Jacob Bueno de Mesquita",slug:"airborne-transmission-and-control-of-influenza-and-other-respiratory-pathogens",totalDownloads:1,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Influenza - New Approaches",coverURL:"https://cdn.intechopen.com/books/images_new/11570.jpg",subseries:{id:"6",title:"Viral Infectious Diseases"}}},{id:"83150",title:"Perspective Chapter: Tracking Trails of SARS CoV-2 - Variants to Therapy",doi:"10.5772/intechopen.106472",signatures:"Ankur Kumar, Manju O Pai, Gaurav Badoni, Arpana Singh, Ankit Agrawal and Balram Ji Omar",slug:"perspective-chapter-tracking-trails-of-sars-cov-2-variants-to-therapy",totalDownloads:1,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"SARS-CoV-2 Variants - Two Years After",coverURL:"https://cdn.intechopen.com/books/images_new/11573.jpg",subseries:{id:"6",title:"Viral Infectious Diseases"}}},{id:"83000",title:"Purine and Pyrimidine Pathways as Antimalarial Targets",doi:"10.5772/intechopen.106468",signatures:"Yacoba V.T. Minnow and Vern L. Schramm",slug:"purine-and-pyrimidine-pathways-as-antimalarial-targets",totalDownloads:1,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Malaria - Recent Advances, and New Perspectives",coverURL:"https://cdn.intechopen.com/books/images_new/11576.jpg",subseries:{id:"5",title:"Parasitic Infectious Diseases"}}},{id:"83065",title:"Interventions and Practical Approaches to Reduce the Burden of Malaria on School-Aged Children",doi:"10.5772/intechopen.106469",signatures:"Andrew Macnab",slug:"interventions-and-practical-approaches-to-reduce-the-burden-of-malaria-on-school-aged-children",totalDownloads:5,totalCrossrefCites:0,totalDimensionsCites:0,authors:[{name:"Andrew",surname:"Macnab"}],book:{title:"Malaria - Recent Advances, and New Perspectives",coverURL:"https://cdn.intechopen.com/books/images_new/11576.jpg",subseries:{id:"5",title:"Parasitic Infectious Diseases"}}}]},overviewPagePublishedBooks:{paginationCount:13,paginationItems:[{type:"book",id:"6667",title:"Influenza",subtitle:"Therapeutics and Challenges",coverURL:"https://cdn.intechopen.com/books/images_new/6667.jpg",slug:"influenza-therapeutics-and-challenges",publishedDate:"September 19th 2018",editedByType:"Edited by",bookSignature:"Shailendra K. Saxena",hash:"105e347b2d5dbbe6b593aceffa051efa",volumeInSeries:1,fullTitle:"Influenza - Therapeutics and Challenges",editors:[{id:"158026",title:"Prof.",name:"Shailendra K.",middleName:null,surname:"Saxena",slug:"shailendra-k.-saxena",fullName:"Shailendra K. Saxena",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRET3QAO/Profile_Picture_2022-05-10T10:10:26.jpeg",biography:"Professor Dr. Shailendra K. Saxena is a vice dean and professor at King George's Medical University, Lucknow, India. His research interests involve understanding the molecular mechanisms of host defense during human viral infections and developing new predictive, preventive, and therapeutic strategies for them using Japanese encephalitis virus (JEV), HIV, and emerging viruses as a model via stem cell and cell culture technologies. His research work has been published in various high-impact factor journals (Science, PNAS, Nature Medicine) with a high number of citations. He has received many awards and honors in India and abroad including various Young Scientist Awards, BBSRC India Partnering Award, and Dr. JC Bose National Award of Department of Biotechnology, Min. of Science and Technology, Govt. of India. Dr. Saxena is a fellow of various international societies/academies including the Royal College of Pathologists, United Kingdom; Royal Society of Medicine, London; Royal Society of Biology, United Kingdom; Royal Society of Chemistry, London; and Academy of Translational Medicine Professionals, Austria. He was named a Global Leader in Science by The Scientist. He is also an international opinion leader/expert in vaccination for Japanese encephalitis by IPIC (UK).",institutionString:"King George's Medical University",institution:{name:"King George's Medical University",institutionURL:null,country:{name:"India"}}}]},{type:"book",id:"7064",title:"Current Perspectives in Human Papillomavirus",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/7064.jpg",slug:"current-perspectives-in-human-papillomavirus",publishedDate:"May 2nd 2019",editedByType:"Edited by",bookSignature:"Shailendra K. Saxena",hash:"d92a4085627bab25ddc7942fbf44cf05",volumeInSeries:2,fullTitle:"Current Perspectives in Human Papillomavirus",editors:[{id:"158026",title:"Prof.",name:"Shailendra K.",middleName:null,surname:"Saxena",slug:"shailendra-k.-saxena",fullName:"Shailendra K. Saxena",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRET3QAO/Profile_Picture_2022-05-10T10:10:26.jpeg",biography:"Professor Dr. Shailendra K. Saxena is a vice dean and professor at King George's Medical University, Lucknow, India. His research interests involve understanding the molecular mechanisms of host defense during human viral infections and developing new predictive, preventive, and therapeutic strategies for them using Japanese encephalitis virus (JEV), HIV, and emerging viruses as a model via stem cell and cell culture technologies. His research work has been published in various high-impact factor journals (Science, PNAS, Nature Medicine) with a high number of citations. He has received many awards and honors in India and abroad including various Young Scientist Awards, BBSRC India Partnering Award, and Dr. JC Bose National Award of Department of Biotechnology, Min. of Science and Technology, Govt. of India. Dr. Saxena is a fellow of various international societies/academies including the Royal College of Pathologists, United Kingdom; Royal Society of Medicine, London; Royal Society of Biology, United Kingdom; Royal Society of Chemistry, London; and Academy of Translational Medicine Professionals, Austria. He was named a Global Leader in Science by The Scientist. He is also an international opinion leader/expert in vaccination for Japanese encephalitis by IPIC (UK).",institutionString:"King George's Medical University",institution:{name:"King George's Medical University",institutionURL:null,country:{name:"India"}}}]},{type:"book",id:"7123",title:"Current Topics in Neglected Tropical Diseases",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/7123.jpg",slug:"current-topics-in-neglected-tropical-diseases",publishedDate:"December 4th 2019",editedByType:"Edited by",bookSignature:"Alfonso J. Rodriguez-Morales",hash:"61c627da05b2ace83056d11357bdf361",volumeInSeries:3,fullTitle:"Current Topics in Neglected Tropical Diseases",editors:[{id:"131400",title:"Prof.",name:"Alfonso J.",middleName:null,surname:"Rodriguez-Morales",slug:"alfonso-j.-rodriguez-morales",fullName:"Alfonso J. Rodriguez-Morales",profilePictureURL:"https://mts.intechopen.com/storage/users/131400/images/system/131400.png",biography:"Dr. Rodriguez-Morales is an expert in tropical and emerging diseases, particularly zoonotic and vector-borne diseases (especially arboviral diseases). He is the president of the Travel Medicine Committee of the Pan-American Infectious Diseases Association (API), as well as the president of the Colombian Association of Infectious Diseases (ACIN). He is a member of the Committee on Tropical Medicine, Zoonoses, and Travel Medicine of ACIN. He is a vice-president of the Latin American Society for Travel Medicine (SLAMVI) and a Member of the Council of the International Society for Infectious Diseases (ISID). Since 2014, he has been recognized as a Senior Researcher, at the Ministry of Science of Colombia. He is a professor at the Faculty of Medicine of the Fundacion Universitaria Autonoma de las Americas, in Pereira, Risaralda, Colombia. He is an External Professor, Master in Research on Tropical Medicine and International Health, Universitat de Barcelona, Spain. He is also a professor at the Master in Clinical Epidemiology and Biostatistics, Universidad Científica del Sur, Lima, Peru. In 2021 he has been awarded the “Raul Isturiz Award” Medal of the API. Also, in 2021, he was awarded with the “Jose Felix Patiño” Asclepius Staff Medal of the Colombian Medical College, due to his scientific contributions to COVID-19 during the pandemic. He is currently the Editor in Chief of the journal Travel Medicine and Infectious Diseases. His Scopus H index is 47 (Google Scholar H index, 68).",institutionString:"Institución Universitaria Visión de las Américas, Colombia",institution:null}]},{type:"book",id:"7839",title:"Malaria",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/7839.jpg",slug:"malaria",publishedDate:"December 11th 2019",editedByType:"Edited by",bookSignature:"Fyson H. Kasenga",hash:"91cde4582ead884cb0f355a19b67cd56",volumeInSeries:4,fullTitle:"Malaria",editors:[{id:"86725",title:"Dr.",name:"Fyson",middleName:"Hanania",surname:"Kasenga",slug:"fyson-kasenga",fullName:"Fyson Kasenga",profilePictureURL:"https://mts.intechopen.com/storage/users/86725/images/system/86725.jpg",biography:"Dr. Kasenga is a graduate of Tumaini University, Kilimanjaro Christian Medical College, Moshi, Tanzania and Umeå University, Sweden. He obtained a Master’s degree in Public Health and PhD in Public Health and Epidemiology. He has a background in Clinical Medicine and has taken courses at higher diploma levels in public health from University of Transkei, Republic of South Africa, and African Medical and Research Foundation (AMREF) in Nairobi, Kenya. Dr. Kasenga worked in different places in and outside Malawi, and has held various positions, such as Licensed Medical Officer, HIV/AIDS Programme Officer, HIV/AIDS resource person in the International Department of Diakonhjemet College, Oslo, Norway. He also managed an Integrated HIV/AIDS Prevention programme for over 5 years. He is currently working as a Director for the Health Ministries Department of Malawi Union of the Seventh Day Adventist Church. Dr. Kasenga has published over 5 articles on HIV/AIDS issues focusing on Prevention of Mother to Child Transmission of HIV (PMTCT), including a book chapter on HIV testing counseling (currently in press). Dr. Kasenga is married to Grace and blessed with three children, a son and two daughters: Happy, Lettice and Sungani.",institutionString:"Malawi Adventist University",institution:{name:"Malawi Adventist University",institutionURL:null,country:{name:"Malawi"}}}]}]},openForSubmissionBooks:{paginationCount:2,paginationItems:[{id:"11474",title:"Quality of Life Interventions - Magnitude of Effect and Transferability",coverURL:"https://cdn.intechopen.com/books/images_new/11474.jpg",hash:"5a6bcdaf5ee144d043bcdab893ff9e1c",secondStepPassed:!0,currentStepOfPublishingProcess:3,submissionDeadline:"July 7th 2022",isOpenForSubmission:!0,editors:[{id:"245319",title:"Ph.D.",name:"Sage",surname:"Arbor",slug:"sage-arbor",fullName:"Sage Arbor"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{id:"11473",title:"Social Inequality - Structure and Social Processes",coverURL:"https://cdn.intechopen.com/books/images_new/11473.jpg",hash:"cefab077e403fd1695fb2946e7914942",secondStepPassed:!0,currentStepOfPublishingProcess:3,submissionDeadline:"July 13th 2022",isOpenForSubmission:!0,editors:[{id:"313341",title:"Ph.D.",name:"Yaroslava",surname:"Robles-Bykbaev",slug:"yaroslava-robles-bykbaev",fullName:"Yaroslava Robles-Bykbaev"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},onlineFirstChapters:{paginationCount:45,paginationItems:[{id:"83122",title:"New Perspectives on the Application of Chito-Oligosaccharides Derived from Chitin and Chitosan: A Review",doi:"10.5772/intechopen.106501",signatures:"Paul Edgardo Regalado-Infante, Norma Gabriela Rojas-Avelizapa, Rosalía Núñez-Pastrana, Daniel Tapia-Maruri, Andrea Margarita Rivas-Castillo, Régulo Carlos Llarena-Hernández and Luz Irene Rojas-Avelizapa",slug:"new-perspectives-on-the-application-of-chito-oligosaccharides-derived-from-chitin-and-chitosan-a-rev",totalDownloads:1,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Chitin-Chitosan - Isolation, Properties, and Applications",coverURL:"https://cdn.intechopen.com/books/images_new/11670.jpg",subseries:{id:"15",title:"Chemical Biology"}}},{id:"83015",title:"Acute Changes in Lipoprotein-Associated Oxidative Stress",doi:"10.5772/intechopen.106489",signatures:"Ngoc-Anh Le",slug:"acute-changes-in-lipoprotein-associated-oxidative-stress",totalDownloads:6,totalCrossrefCites:0,totalDimensionsCites:0,authors:[{name:"Anh",surname:"Le"}],book:{title:"Importance of Oxidative Stress and Antioxidant System in Health and Disease",coverURL:"https://cdn.intechopen.com/books/images_new/11671.jpg",subseries:{id:"15",title:"Chemical Biology"}}},{id:"83041",title:"Responses of Endoplasmic Reticulum to Plant Stress",doi:"10.5772/intechopen.106590",signatures:"Vishwa Jyoti Baruah, Bhaswati Sarmah, Manny Saluja and Elizabeth H. Mahood",slug:"responses-of-endoplasmic-reticulum-to-plant-stress",totalDownloads:5,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Endoplasmic Reticulum",coverURL:"https://cdn.intechopen.com/books/images_new/11674.jpg",subseries:{id:"14",title:"Cell and Molecular Biology"}}},{id:"82914",title:"Glance on the Critical Role of IL-23 Receptor Gene Variations in Inflammation-Induced Carcinogenesis",doi:"10.5772/intechopen.105049",signatures:"Mohammed El-Gedamy",slug:"glance-on-the-critical-role-of-il-23-receptor-gene-variations-in-inflammation-induced-carcinogenesis",totalDownloads:16,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Chemokines Updates",coverURL:"https://cdn.intechopen.com/books/images_new/11672.jpg",subseries:{id:"18",title:"Proteomics"}}},{id:"82875",title:"Lipidomics as a Tool in the Diagnosis and Clinical Therapy",doi:"10.5772/intechopen.105857",signatures:"María Elizbeth Alvarez Sánchez, Erick Nolasco Ontiveros, Rodrigo Arreola, Adriana Montserrat Espinosa González, Ana María García Bores, Roberto Eduardo López Urrutia, Ignacio Peñalosa Castro, María del Socorro Sánchez Correa and Edgar Antonio Estrella Parra",slug:"lipidomics-as-a-tool-in-the-diagnosis-and-clinical-therapy",totalDownloads:12,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Fatty Acids - Recent Advances",coverURL:"https://cdn.intechopen.com/books/images_new/11669.jpg",subseries:{id:"17",title:"Metabolism"}}},{id:"82440",title:"Lipid Metabolism and Associated Molecular Signaling Events in Autoimmune Disease",doi:"10.5772/intechopen.105746",signatures:"Mohan Vanditha, Sonu Das and Mathew John",slug:"lipid-metabolism-and-associated-molecular-signaling-events-in-autoimmune-disease",totalDownloads:17,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Fatty Acids - Recent Advances",coverURL:"https://cdn.intechopen.com/books/images_new/11669.jpg",subseries:{id:"17",title:"Metabolism"}}},{id:"82483",title:"Oxidative Stress in Cardiovascular Diseases",doi:"10.5772/intechopen.105891",signatures:"Laura Mourino-Alvarez, Tamara Sastre-Oliva, Nerea Corbacho-Alonso and Maria G. Barderas",slug:"oxidative-stress-in-cardiovascular-diseases",totalDownloads:16,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Importance of Oxidative Stress and Antioxidant System in Health and Disease",coverURL:"https://cdn.intechopen.com/books/images_new/11671.jpg",subseries:{id:"15",title:"Chemical Biology"}}},{id:"82751",title:"Mitochondria-Endoplasmic Reticulum Interaction in Central Neurons",doi:"10.5772/intechopen.105738",signatures:"Liliya Kushnireva and Eduard Korkotian",slug:"mitochondria-endoplasmic-reticulum-interaction-in-central-neurons",totalDownloads:13,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Endoplasmic Reticulum",coverURL:"https://cdn.intechopen.com/books/images_new/11674.jpg",subseries:{id:"14",title:"Cell and Molecular Biology"}}},{id:"82709",title:"Fatty Acid Metabolism as a Tumor Marker",doi:"10.5772/intechopen.106072",signatures:"Gatot Nyarumenteng Adhipurnawan Winarno",slug:"fatty-acid-metabolism-as-a-tumor-marker",totalDownloads:10,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Fatty Acids - Recent Advances",coverURL:"https://cdn.intechopen.com/books/images_new/11669.jpg",subseries:{id:"17",title:"Metabolism"}}},{id:"82716",title:"Advanced glycation end product induced endothelial dysfunction through ER stress: Unravelling the role of Paraoxonase 2",doi:"10.5772/intechopen.106018",signatures:"Ramya Ravi and Bharathidevi Subramaniam Rajesh",slug:"advanced-glycation-end-product-induced-endothelial-dysfunction-through-er-stress-unravelling-the-rol",totalDownloads:15,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Endoplasmic Reticulum",coverURL:"https://cdn.intechopen.com/books/images_new/11674.jpg",subseries:{id:"14",title:"Cell and Molecular Biology"}}}]},subseriesFiltersForOFChapters:[{caption:"Proteomics",value:18,count:2,group:"subseries"},{caption:"Chemical Biology",value:15,count:4,group:"subseries"},{caption:"Cell and Molecular Biology",value:14,count:18,group:"subseries"},{caption:"Metabolism",value:17,count:18,group:"subseries"}],publishedBooks:{paginationCount:11,paginationItems:[{type:"book",id:"10820",title:"Data Clustering",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/10820.jpg",slug:"data-clustering",publishedDate:"August 17th 2022",editedByType:"Edited by",bookSignature:"Niansheng Tang",hash:"086d299ffd05aacd2311c3ca4ebf0d3a",volumeInSeries:10,fullTitle:"Data Clustering",editors:[{id:"221831",title:"Prof.",name:"Niansheng",middleName:null,surname:"Tang",slug:"niansheng-tang",fullName:"Niansheng Tang",profilePictureURL:"https://mts.intechopen.com/storage/users/221831/images/system/221831.jpeg",institutionString:"Yunnan University",institution:{name:"Yunnan University",institutionURL:null,country:{name:"China"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"10652",title:"Information Extraction and Object Tracking in Digital Video",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/10652.jpg",slug:"information-extraction-and-object-tracking-in-digital-video",publishedDate:"August 17th 2022",editedByType:"Edited by",bookSignature:"Antonio José Ribeiro Neves and Francisco Javier Gallegos-Funes",hash:"d13718b2d986d058d55cf91e69bf21c0",volumeInSeries:11,fullTitle:"Information Extraction and Object Tracking in Digital Video",editors:[{id:"1177",title:"Prof.",name:"António",middleName:"J. R.",surname:"José Ribeiro Neves",slug:"antonio-jose-ribeiro-neves",fullName:"António José Ribeiro Neves",profilePictureURL:"https://mts.intechopen.com/storage/users/1177/images/system/1177.jpg",institutionString:null,institution:{name:"University of Aveiro",institutionURL:null,country:{name:"Portugal"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"10654",title:"Brain-Computer Interface",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/10654.jpg",slug:"brain-computer-interface",publishedDate:"May 18th 2022",editedByType:"Edited by",bookSignature:"Vahid Asadpour",hash:"a5308884068cc53ed31c6baba756857f",volumeInSeries:9,fullTitle:"Brain-Computer Interface",editors:[{id:"165328",title:"Dr.",name:"Vahid",middleName:null,surname:"Asadpour",slug:"vahid-asadpour",fullName:"Vahid Asadpour",profilePictureURL:"https://mts.intechopen.com/storage/users/165328/images/system/165328.jpg",institutionString:"Kaiser Permanente Southern California",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"10859",title:"Data Mining",subtitle:"Concepts and Applications",coverURL:"https://cdn.intechopen.com/books/images_new/10859.jpg",slug:"data-mining-concepts-and-applications",publishedDate:"March 30th 2022",editedByType:"Edited by",bookSignature:"Ciza Thomas",hash:"63a4e514e537d3962cf53ef1c6b9d5eb",volumeInSeries:8,fullTitle:"Data Mining - Concepts and Applications",editors:[{id:"43680",title:"Prof.",name:"Ciza",middleName:null,surname:"Thomas",slug:"ciza-thomas",fullName:"Ciza Thomas",profilePictureURL:"https://mts.intechopen.com/storage/users/43680/images/system/43680.jpeg",institutionString:null,institution:{name:"Government of Kerala",institutionURL:null,country:{name:"India"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"10651",title:"Machine Learning",subtitle:"Algorithms, Models and Applications",coverURL:"https://cdn.intechopen.com/books/images_new/10651.jpg",slug:"machine-learning-algorithms-models-and-applications",publishedDate:"December 22nd 2021",editedByType:"Edited by",bookSignature:"Jaydip Sen",hash:"6208156401c496e0a4ca5ff4265324cc",volumeInSeries:7,fullTitle:"Machine Learning - Algorithms, Models and Applications",editors:[{id:"4519",title:"Prof.",name:"Jaydip",middleName:null,surname:"Sen",slug:"jaydip-sen",fullName:"Jaydip Sen",profilePictureURL:"https://mts.intechopen.com/storage/users/4519/images/system/4519.jpeg",institutionString:"Praxis Business School",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"9869",title:"Self-Driving Vehicles and Enabling Technologies",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/9869.jpg",slug:"self-driving-vehicles-and-enabling-technologies",publishedDate:"September 22nd 2021",editedByType:"Edited by",bookSignature:"Marian Găiceanu",hash:"fd451ca2e4785ef098e04b7d695a18d9",volumeInSeries:6,fullTitle:"Self-Driving Vehicles and Enabling Technologies",editors:[{id:"169608",title:"Prof.",name:"Marian",middleName:null,surname:"Găiceanu",slug:"marian-gaiceanu",fullName:"Marian Găiceanu",profilePictureURL:"https://mts.intechopen.com/storage/users/169608/images/system/169608.png",institutionString:'"Dunarea de Jos" University of Galati',institution:{name:'"Dunarea de Jos" University of Galati',institutionURL:null,country:{name:"Romania"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"9958",title:"Artificial Intelligence",subtitle:"Latest Advances, New Paradigms and Novel Applications",coverURL:"https://cdn.intechopen.com/books/images_new/9958.jpg",slug:"artificial-intelligence-latest-advances-new-paradigms-and-novel-applications",publishedDate:"September 1st 2021",editedByType:"Edited by",bookSignature:"Eneko Osaba, Esther Villar, Jesús L. Lobo and Ibai Laña",hash:"39648fbfdaa11385097d62b1f13aad54",volumeInSeries:5,fullTitle:"Artificial Intelligence - Latest Advances, New Paradigms and Novel Applications",editors:[{id:"221364",title:"Dr.",name:"Eneko",middleName:null,surname:"Osaba",slug:"eneko-osaba",fullName:"Eneko Osaba",profilePictureURL:"https://mts.intechopen.com/storage/users/221364/images/system/221364.jpg",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",institutionURL:null,country:{name:"Spain"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"9963",title:"Advances and Applications in Deep Learning",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/9963.jpg",slug:"advances-and-applications-in-deep-learning",publishedDate:"December 9th 2020",editedByType:"Edited by",bookSignature:"Marco Antonio Aceves-Fernandez",hash:"0d51ba46f22e55cb89140f60d86a071e",volumeInSeries:4,fullTitle:"Advances and Applications in Deep Learning",editors:[{id:"24555",title:"Dr.",name:"Marco Antonio",middleName:null,surname:"Aceves Fernandez",slug:"marco-antonio-aceves-fernandez",fullName:"Marco Antonio Aceves Fernandez",profilePictureURL:"https://mts.intechopen.com/storage/users/24555/images/system/24555.jpg",institutionString:"Universidad Autonoma de Queretaro",institution:{name:"Autonomous University of Queretaro",institutionURL:null,country:{name:"Mexico"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"7656",title:"Fuzzy Logic",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/7656.jpg",slug:"fuzzy-logic",publishedDate:"February 5th 2020",editedByType:"Edited by",bookSignature:"Constantin Volosencu",hash:"54f092d4ffe0abf5e4172a80025019bc",volumeInSeries:3,fullTitle:"Fuzzy Logic",editors:[{id:"1063",title:"Prof.",name:"Constantin",middleName:null,surname:"Volosencu",slug:"constantin-volosencu",fullName:"Constantin Volosencu",profilePictureURL:"https://mts.intechopen.com/storage/users/1063/images/system/1063.png",institutionString:'"Politechnica" University Timişoara',institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"7726",title:"Swarm Intelligence",subtitle:"Recent Advances, New Perspectives and Applications",coverURL:"https://cdn.intechopen.com/books/images_new/7726.jpg",slug:"swarm-intelligence-recent-advances-new-perspectives-and-applications",publishedDate:"December 4th 2019",editedByType:"Edited by",bookSignature:"Javier Del Ser, Esther Villar and Eneko Osaba",hash:"e7ea7e74ce7a7a8e5359629e07c68d31",volumeInSeries:2,fullTitle:"Swarm Intelligence - Recent Advances, New Perspectives and Applications",editors:[{id:"49813",title:"Dr.",name:"Javier",middleName:null,surname:"Del Ser",slug:"javier-del-ser",fullName:"Javier Del Ser",profilePictureURL:"https://mts.intechopen.com/storage/users/49813/images/system/49813.png",institutionString:"Tecnalia Research & Innovation",institution:{name:"Tecnalia",institutionURL:null,country:{name:"Spain"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"7723",title:"Artificial Intelligence",subtitle:"Applications in Medicine and Biology",coverURL:"https://cdn.intechopen.com/books/images_new/7723.jpg",slug:"artificial-intelligence-applications-in-medicine-and-biology",publishedDate:"July 31st 2019",editedByType:"Edited by",bookSignature:"Marco Antonio Aceves-Fernandez",hash:"a3852659e727f95c98c740ed98146011",volumeInSeries:1,fullTitle:"Artificial Intelligence - Applications in Medicine and Biology",editors:[{id:"24555",title:"Dr.",name:"Marco Antonio",middleName:null,surname:"Aceves Fernandez",slug:"marco-antonio-aceves-fernandez",fullName:"Marco Antonio Aceves Fernandez",profilePictureURL:"https://mts.intechopen.com/storage/users/24555/images/system/24555.jpg",institutionString:"Universidad Autonoma de Queretaro",institution:{name:"Autonomous University of Queretaro",institutionURL:null,country:{name:"Mexico"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},subseriesFiltersForPublishedBooks:[{group:"subseries",caption:"Computational Neuroscience",value:23,count:1},{group:"subseries",caption:"Computer Vision",value:24,count:1},{group:"subseries",caption:"Evolutionary Computation",value:25,count:1},{group:"subseries",caption:"Applied Intelligence",value:22,count:4},{group:"subseries",caption:"Machine Learning and Data Mining",value:26,count:4}],publicationYearFilters:[{group:"publicationYear",caption:"2022",value:2022,count:4},{group:"publicationYear",caption:"2021",value:2021,count:3},{group:"publicationYear",caption:"2020",value:2020,count:2},{group:"publicationYear",caption:"2019",value:2019,count:2}],authors:{paginationCount:189,paginationItems:[{id:"221831",title:"Prof.",name:"Niansheng",middleName:null,surname:"Tang",slug:"niansheng-tang",fullName:"Niansheng Tang",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/221831/images/system/221831.jpeg",biography:"Niansheng Tang is a Professor of Statistics and Dean of the School of Mathematics and Statistics, Yunnan University, China. He was elected a Yangtze River Scholars Distinguished Professor in 2013, a member of the International Statistical Institute (ISI) in 2016, a member of the board of the International Chinese Statistical Association (ICSA) in 2018, and a fellow of the Institute of Mathematical Statistics (IMS) in 2021. He received the ICSA Outstanding Service Award in 2018 and the National Science Foundation for Distinguished Young Scholars of China in 2012. He serves as a member of the editorial board of Statistics and Its Interface and Journal of Systems Science and Complexity. He is also a field editor for Communications in Mathematics and Statistics. His research interests include biostatistics, empirical likelihood, missing data analysis, variable selection, high-dimensional data analysis, Bayesian statistics, and data science. He has published more than 190 research papers and authored five books.",institutionString:"Yunnan University",institution:{name:"Yunnan University",country:{name:"China"}}},{id:"1177",title:"Prof.",name:"António",middleName:"J. R.",surname:"José Ribeiro Neves",slug:"antonio-jose-ribeiro-neves",fullName:"António José Ribeiro Neves",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/1177/images/system/1177.jpg",biography:"Prof. António J. R. Neves received a Ph.D. in Electrical Engineering from the University of Aveiro, Portugal, in 2007. Since 2002, he has been a researcher at the Institute of Electronics and Informatics Engineering of Aveiro. Since 2007, he has been an assistant professor in the Department of Electronics, Telecommunications, and Informatics, University of Aveiro. He is the director of the undergraduate course on Electrical and Computers Engineering and the vice-director of the master’s degree in Electronics and Telecommunications Engineering. He is an IEEE Senior Member and a member of several other research organizations worldwide. His main research interests are computer vision, intelligent systems, robotics, and image and video processing. He has participated in or coordinated several research projects and received more than thirty-five awards. He has 161 publications to his credit, including books, book chapters, journal articles, and conference papers. He has vast experience as a reviewer of several journals and conferences. As a professor, Dr. Neves has supervised several Ph.D. and master’s students and was involved in more than twenty-five different courses.",institutionString:null,institution:{name:"University of Aveiro",country:{name:"Portugal"}}},{id:"11317",title:"Dr.",name:"Francisco",middleName:null,surname:"Javier Gallegos-Funes",slug:"francisco-javier-gallegos-funes",fullName:"Francisco Javier Gallegos-Funes",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/11317/images/system/11317.png",biography:"Francisco J. Gallegos-Funes received his Ph.D. in Communications and Electronics from the Instituto Politécnico Nacional de México (National Polytechnic Institute of Mexico) in 2003. He is currently an associate professor in the Escuela Superior de Ingeniería Mecánica y Eléctrica (Mechanical and Electrical Engineering Higher School) at the same institute. His areas of scientific interest are signal and image processing, filtering, steganography, segmentation, pattern recognition, biomedical signal processing, sensors, and real-time applications.",institutionString:"Instituto Politécnico Nacional",institution:{name:"Instituto Politécnico Nacional",country:{name:"Mexico"}}},{id:"428449",title:"Dr.",name:"Ronaldo",middleName:null,surname:"Ferreira",slug:"ronaldo-ferreira",fullName:"Ronaldo Ferreira",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/428449/images/21449_n.png",biography:null,institutionString:null,institution:{name:"University of Aveiro",country:{name:"Portugal"}}},{id:"165328",title:"Dr.",name:"Vahid",middleName:null,surname:"Asadpour",slug:"vahid-asadpour",fullName:"Vahid Asadpour",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/165328/images/system/165328.jpg",biography:"Vahid Asadpour, MS, Ph.D., is currently with the Department of Research and Evaluation, Kaiser Permanente Southern California. He has both an MS and Ph.D. in Biomedical Engineering. He was previously a research scientist at the University of California Los Angeles (UCLA) and visiting professor and researcher at the University of North Dakota. He is currently working in artificial intelligence and its applications in medical signal processing. In addition, he is using digital signal processing in medical imaging and speech processing. Dr. Asadpour has developed brain-computer interfacing algorithms and has published books, book chapters, and several journal and conference papers in this field and other areas of intelligent signal processing. He has also designed medical devices, including a laser Doppler monitoring system.",institutionString:"Kaiser Permanente Southern California",institution:null},{id:"169608",title:"Prof.",name:"Marian",middleName:null,surname:"Găiceanu",slug:"marian-gaiceanu",fullName:"Marian Găiceanu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/169608/images/system/169608.png",biography:"Prof. Dr. Marian Gaiceanu graduated from the Naval and Electrical Engineering Faculty, Dunarea de Jos University of Galati, Romania, in 1997. He received a Ph.D. (Magna Cum Laude) in Electrical Engineering in 2002. Since 2017, Dr. Gaiceanu has been a Ph.D. supervisor for students in Electrical Engineering. He has been employed at Dunarea de Jos University of Galati since 1996, where he is currently a professor. Dr. Gaiceanu is a member of the National Council for Attesting Titles, Diplomas and Certificates, an expert of the Executive Agency for Higher Education, Research Funding, and a member of the Senate of the Dunarea de Jos University of Galati. He has been the head of the Integrated Energy Conversion Systems and Advanced Control of Complex Processes Research Center, Romania, since 2016. He has conducted several projects in power converter systems for electrical drives, power quality, PEM and SOFC fuel cell power converters for utilities, electric vehicles, and marine applications with the Department of Regulation and Control, SIEI S.pA. (2002–2004) and the Polytechnic University of Turin, Italy (2002–2004, 2006–2007). He is a member of the Institute of Electrical and Electronics Engineers (IEEE) and cofounder-member of the IEEE Power Electronics Romanian Chapter. He is a guest editor at Energies and an academic book editor for IntechOpen. He is also a member of the editorial boards of the Journal of Electrical Engineering, Electronics, Control and Computer Science and Sustainability. Dr. Gaiceanu has been General Chairman of the IEEE International Symposium on Electrical and Electronics Engineering in the last six editions.",institutionString:'"Dunarea de Jos" University of Galati',institution:{name:'"Dunarea de Jos" University of Galati',country:{name:"Romania"}}},{id:"4519",title:"Prof.",name:"Jaydip",middleName:null,surname:"Sen",slug:"jaydip-sen",fullName:"Jaydip Sen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/4519/images/system/4519.jpeg",biography:"Jaydip Sen is associated with Praxis Business School, Kolkata, India, as a professor in the Department of Data Science. His research areas include security and privacy issues in computing and communication, intrusion detection systems, machine learning, deep learning, and artificial intelligence in the financial domain. He has more than 200 publications in reputed international journals, refereed conference proceedings, and 20 book chapters in books published by internationally renowned publishing houses, such as Springer, CRC press, IGI Global, etc. Currently, he is serving on the editorial board of the prestigious journal Frontiers in Communications and Networks and in the technical program committees of a number of high-ranked international conferences organized by the IEEE, USA, and the ACM, USA. He has been listed among the top 2% of scientists in the world for the last three consecutive years, 2019 to 2021 as per studies conducted by the Stanford University, USA.",institutionString:"Praxis Business School",institution:null},{id:"320071",title:"Dr.",name:"Sidra",middleName:null,surname:"Mehtab",slug:"sidra-mehtab",fullName:"Sidra Mehtab",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00002v6KHoQAM/Profile_Picture_1584512086360",biography:"Sidra Mehtab has completed her BS with honors in Physics from Calcutta University, India in 2018. She has done MS in Data Science and Analytics from Maulana Abul Kalam Azad University of Technology (MAKAUT), Kolkata, India in 2020. Her research areas include Econometrics, Time Series Analysis, Machine Learning, Deep Learning, Artificial Intelligence, and Computer and Network Security with a particular focus on Cyber Security Analytics. Ms. Mehtab has published seven papers in international conferences and one of her papers has been accepted for publication in a reputable international journal. She has won the best paper awards in two prestigious international conferences – BAICONF 2019, and ICADCML 2021, organized in the Indian Institute of Management, Bangalore, India in December 2019, and SOA University, Bhubaneswar, India in January 2021. Besides, Ms. Mehtab has also published two book chapters in two books. Seven of her book chapters will be published in a volume shortly in 2021 by Cambridge Scholars’ Press, UK. Currently, she is working as the joint editor of two edited volumes on Time Series Analysis and Forecasting to be published in the first half of 2021 by an international house. Currently, she is working as a Data Scientist with an MNC in Delhi, India.",institutionString:"NSHM College of Management and Technology",institution:{name:"Association for Computing Machinery",country:{name:"United States of America"}}},{id:"226240",title:"Dr.",name:"Andri Irfan",middleName:null,surname:"Rifai",slug:"andri-irfan-rifai",fullName:"Andri Irfan Rifai",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/226240/images/7412_n.jpg",biography:"Andri IRFAN is a Senior Lecturer of Civil Engineering and Planning. He completed the PhD at the Universitas Indonesia & Universidade do Minho with Sandwich Program Scholarship from the Directorate General of Higher Education and LPDP scholarship. He has been teaching for more than 19 years and much active to applied his knowledge in the project construction in Indonesia. His research interest ranges from pavement management system to advanced data mining techniques for transportation engineering. He has published more than 50 papers in journals and 2 books.",institutionString:null,institution:{name:"Universitas Internasional Batam",country:{name:"Indonesia"}}},{id:"314576",title:"Dr.",name:"Ibai",middleName:null,surname:"Laña",slug:"ibai-lana",fullName:"Ibai Laña",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314576/images/system/314576.jpg",biography:"Dr. Ibai Laña works at TECNALIA as a data analyst. He received his Ph.D. in Artificial Intelligence from the University of the Basque Country (UPV/EHU), Spain, in 2018. He is currently a senior researcher at TECNALIA. His research interests fall within the intersection of intelligent transportation systems, machine learning, traffic data analysis, and data science. He has dealt with urban traffic forecasting problems, applying machine learning models and evolutionary algorithms. He has experience in origin-destination matrix estimation or point of interest and trajectory detection. Working with large volumes of data has given him a good command of big data processing tools and NoSQL databases. He has also been a visiting scholar at the Knowledge Engineering and Discovery Research Institute, Auckland University of Technology.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"314575",title:"Dr.",name:"Jesus",middleName:null,surname:"L. Lobo",slug:"jesus-l.-lobo",fullName:"Jesus L. Lobo",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314575/images/system/314575.png",biography:"Dr. Jesús López is currently based in Bilbao (Spain) working at TECNALIA as Artificial Intelligence Research Scientist. In most cases, a project idea or a new research line needs to be investigated to see if it is good enough to take into production or to focus on it. That is exactly what he does, diving into Machine Learning algorithms and technologies to help TECNALIA to decide whether something is great in theory or will actually impact on the product or processes of its projects. So, he is expert at framing experiments, developing hypotheses, and proving whether they’re true or not, in order to investigate fundamental problems with a longer time horizon. He is also able to design and develop PoCs and system prototypes in simulation. He has participated in several national and internacional R&D projects.\n\nAs another relevant part of his everyday research work, he usually publishes his findings in reputed scientific refereed journals and international conferences, occasionally acting as reviewer and Programme Commitee member. Concretely, since 2018 he has published 9 JCR (8 Q1) journal papers, 9 conference papers (e.g. ECML PKDD 2021), and he has co-edited a book. He is also active in popular science writing data science stories for reputed blogs (KDNuggets, TowardsDataScience, Naukas). Besides, he has recently embarked on mentoring programmes as mentor, and has also worked as data science trainer.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"103779",title:"Prof.",name:"Yalcin",middleName:null,surname:"Isler",slug:"yalcin-isler",fullName:"Yalcin Isler",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRyQ8QAK/Profile_Picture_1628834958734",biography:"Yalcin Isler (1971 - Burdur / Turkey) received the B.Sc. degree in the Department of Electrical and Electronics Engineering from Anadolu University, Eskisehir, Turkey, in 1993, the M.Sc. degree from the Department of Electronics and Communication Engineering, Suleyman Demirel University, Isparta, Turkey, in 1996, the Ph.D. degree from the Department of Electrical and Electronics Engineering, Dokuz Eylul University, Izmir, Turkey, in 2009, and the Competence of Associate Professorship from the Turkish Interuniversity Council in 2019.\n\nHe was Lecturer at Burdur Vocational School in Suleyman Demirel University (1993-2000, Burdur / Turkey), Software Engineer (2000-2002, Izmir / Turkey), Research Assistant in Bulent Ecevit University (2002-2003, Zonguldak / Turkey), Research Assistant in Dokuz Eylul University (2003-2010, Izmir / Turkey), Assistant Professor at the Department of Electrical and Electronics Engineering in Bulent Ecevit University (2010-2012, Zonguldak / Turkey), Assistant Professor at the Department of Biomedical Engineering in Izmir Katip Celebi University (2012-2019, Izmir / Turkey). He is an Associate Professor at the Department of Biomedical Engineering at Izmir Katip Celebi University, Izmir / Turkey, since 2019. In addition to academics, he has also founded Islerya Medical and Information Technologies Company, Izmir / Turkey, since 2017.\n\nHis main research interests cover biomedical signal processing, pattern recognition, medical device design, programming, and embedded systems. He has many scientific papers and participated in several projects in these study fields. He was an IEEE Student Member (2009-2011) and IEEE Member (2011-2014) and has been IEEE Senior Member since 2014.",institutionString:null,institution:{name:"Izmir Kâtip Çelebi University",country:{name:"Turkey"}}},{id:"339677",title:"Dr.",name:"Mrinmoy",middleName:null,surname:"Roy",slug:"mrinmoy-roy",fullName:"Mrinmoy Roy",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/339677/images/16768_n.jpg",biography:"An accomplished Sales & Marketing professional with 12 years of cross-functional experience in well-known organisations such as CIPLA, LUPIN, GLENMARK, ASTRAZENECA across different segment of Sales & Marketing, International Business, Institutional Business, Product Management, Strategic Marketing of HIV, Oncology, Derma, Respiratory, Anti-Diabetic, Nutraceutical & Stomatological Product Portfolio and Generic as well as Chronic Critical Care Portfolio. A First Class MBA in International Business & Strategic Marketing, B.Pharm, D.Pharm, Google Certified Digital Marketing Professional. Qualified PhD Candidate in Operations and Management with special focus on Artificial Intelligence and Machine Learning adoption, analysis and use in Healthcare, Hospital & Pharma Domain. Seasoned with diverse therapy area of Pharmaceutical Sales & Marketing ranging from generating revenue through generating prescriptions, launching new products, and making them big brands with continuous strategy execution at the Physician and Patients level. Moved from Sales to Marketing and Business Development for 3.5 years in South East Asian Market operating from Manila, Philippines. Came back to India and handled and developed Brands such as Gluconorm, Lupisulin, Supracal, Absolut Woman, Hemozink, Fabiflu (For COVID 19), and many more. In my previous assignment I used to develop and execute strategies on Sales & Marketing, Commercialization & Business Development for Institution and Corporate Hospital Business portfolio of Oncology Therapy Area for AstraZeneca Pharma India Ltd. Being a Research Scholar and Student of ‘Operations Research & Management: Artificial Intelligence’ I published several pioneer research papers and book chapters on the same in Internationally reputed journals and Books indexed in Scopus, Springer and Ei Compendex, Google Scholar etc. Currently, I am launching PGDM Pharmaceutical Management Program in IIHMR Bangalore and spearheading the course curriculum and structure of the same. I am interested in Collaboration for Healthcare Innovation, Pharma AI Innovation, Future trend in Marketing and Management with incubation on Healthcare, Healthcare IT startups, AI-ML Modelling and Healthcare Algorithm based training module development. I am also an affiliated member of the Institute of Management Consultant of India, looking forward to Healthcare, Healthcare IT and Innovation, Pharma and Hospital Management Consulting works.",institutionString:null,institution:{name:"Lovely Professional University",country:{name:"India"}}},{id:"1063",title:"Prof.",name:"Constantin",middleName:null,surname:"Volosencu",slug:"constantin-volosencu",fullName:"Constantin Volosencu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/1063/images/system/1063.png",biography:"Prof. Dr. Constantin Voloşencu graduated as an engineer from\nPolitehnica University of Timișoara, Romania, where he also\nobtained a doctorate degree. He is currently a full professor in\nthe Department of Automation and Applied Informatics at the\nsame university. Dr. Voloşencu is the author of ten books, seven\nbook chapters, and more than 160 papers published in journals\nand conference proceedings. He has also edited twelve books and\nhas twenty-seven patents to his name. He is a manager of research grants, editor in\nchief and member of international journal editorial boards, a former plenary speaker, a member of scientific committees, and chair at international conferences. His\nresearch is in the fields of control systems, control of electric drives, fuzzy control\nsystems, neural network applications, fault detection and diagnosis, sensor network\napplications, monitoring of distributed parameter systems, and power ultrasound\napplications. He has developed automation equipment for machine tools, spooling\nmachines, high-power ultrasound processes, and more.",institutionString:'"Politechnica" University Timişoara',institution:null},{id:"221364",title:"Dr.",name:"Eneko",middleName:null,surname:"Osaba",slug:"eneko-osaba",fullName:"Eneko Osaba",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/221364/images/system/221364.jpg",biography:"Dr. Eneko Osaba works at TECNALIA as a senior researcher. He obtained his Ph.D. in Artificial Intelligence in 2015. He has participated in more than twenty-five local and European research projects, and in the publication of more than 130 papers. He has performed several stays at universities in the United Kingdom, Italy, and Malta. Dr. Osaba has served as a program committee member in more than forty international conferences and participated in organizing activities in more than ten international conferences. He is a member of the editorial board of the International Journal of Artificial Intelligence, Data in Brief, and Journal of Advanced Transportation. He is also a guest editor for the Journal of Computational Science, Neurocomputing, Swarm, and Evolutionary Computation and IEEE ITS Magazine.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"275829",title:"Dr.",name:"Esther",middleName:null,surname:"Villar-Rodriguez",slug:"esther-villar-rodriguez",fullName:"Esther Villar-Rodriguez",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/275829/images/system/275829.jpg",biography:"Dr. Esther Villar obtained a Ph.D. in Information and Communication Technologies from the University of Alcalá, Spain, in 2015. She obtained a degree in Computer Science from the University of Deusto, Spain, in 2010, and an MSc in Computer Languages and Systems from the National University of Distance Education, Spain, in 2012. Her areas of interest and knowledge include natural language processing (NLP), detection of impersonation in social networks, semantic web, and machine learning. Dr. Esther Villar made several contributions at conferences and publishing in various journals in those fields. Currently, she is working within the OPTIMA (Optimization Modeling & Analytics) business of TECNALIA’s ICT Division as a data scientist in projects related to the prediction and optimization of management and industrial processes (resource planning, energy efficiency, etc).",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"49813",title:"Dr.",name:"Javier",middleName:null,surname:"Del Ser",slug:"javier-del-ser",fullName:"Javier Del Ser",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/49813/images/system/49813.png",biography:"Prof. Dr. Javier Del Ser received his first PhD in Telecommunication Engineering (Cum Laude) from the University of Navarra, Spain, in 2006, and a second PhD in Computational Intelligence (Summa Cum Laude) from the University of Alcala, Spain, in 2013. He is currently a principal researcher in data analytics and optimisation at TECNALIA (Spain), a visiting fellow at the Basque Center for Applied Mathematics (BCAM) and a part-time lecturer at the University of the Basque Country (UPV/EHU). His research interests gravitate on the use of descriptive, prescriptive and predictive algorithms for data mining and optimization in a diverse range of application fields such as Energy, Transport, Telecommunications, Health and Industry, among others. In these fields he has published more than 240 articles, co-supervised 8 Ph.D. theses, edited 6 books, coauthored 7 patents and participated/led more than 40 research projects. He is a Senior Member of the IEEE, and a recipient of the Biscay Talent prize for his academic career.",institutionString:"Tecnalia Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"278948",title:"Dr.",name:"Carlos Pedro",middleName:null,surname:"Gonçalves",slug:"carlos-pedro-goncalves",fullName:"Carlos Pedro Gonçalves",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRcmyQAC/Profile_Picture_1564224512145",biography:'Carlos Pedro Gonçalves (PhD) is an Associate Professor at Lusophone University of Humanities and Technologies and a researcher on Complexity Sciences, Quantum Technologies, Artificial Intelligence, Strategic Studies, Studies in Intelligence and Security, FinTech and Financial Risk Modeling. He is also a progammer with programming experience in:\n\nA) Quantum Computing using Qiskit Python module and IBM Quantum Experience Platform, with software developed on the simulation of Quantum Artificial Neural Networks and Quantum Cybersecurity;\n\nB) Artificial Intelligence and Machine learning programming in Python;\n\nC) Artificial Intelligence, Multiagent Systems Modeling and System Dynamics Modeling in Netlogo, with models developed in the areas of Chaos Theory, Econophysics, Artificial Intelligence, Classical and Quantum Complex Systems Science, with the Econophysics models having been cited worldwide and incorporated in PhD programs by different Universities.\n\nReceived an Arctic Code Vault Contributor status by GitHub, due to having developed open source software preserved in the \\"Arctic Code Vault\\" for future generations (https://archiveprogram.github.com/arctic-vault/), with the Strategy Analyzer A.I. module for decision making support (based on his PhD thesis, used in his Classes on Decision Making and in Strategic Intelligence Consulting Activities) and QNeural Python Quantum Neural Network simulator also preserved in the \\"Arctic Code Vault\\", for access to these software modules see: https://github.com/cpgoncalves. He is also a peer reviewer with outsanding review status from Elsevier journals, including Physica A, Neurocomputing and Engineering Applications of Artificial Intelligence. Science CV available at: https://www.cienciavitae.pt//pt/8E1C-A8B3-78C5 and ORCID: https://orcid.org/0000-0002-0298-3974',institutionString:"University of Lisbon",institution:{name:"Universidade Lusófona",country:{name:"Portugal"}}},{id:"310576",title:"Prof.",name:"Erick Giovani",middleName:null,surname:"Sperandio Nascimento",slug:"erick-giovani-sperandio-nascimento",fullName:"Erick Giovani Sperandio Nascimento",position:null,profilePictureURL:"https://intech-files.s3.amazonaws.com/0033Y00002pDKxDQAW/ProfilePicture%202022-06-20%2019%3A57%3A24.788",biography:"Prof. Erick Sperandio is the Lead Researcher and professor of Artificial Intelligence (AI) at SENAI CIMATEC, Bahia, Brazil, also working with Computational Modeling (CM) and HPC. He holds a PhD in Environmental Engineering in the area of Atmospheric Computational Modeling, a Master in Informatics in the field of Computational Intelligence and Graduated in Computer Science from UFES. He currently coordinates, leads and participates in R&D projects in the areas of AI, computational modeling and supercomputing applied to different areas such as Oil and Gas, Health, Advanced Manufacturing, Renewable Energies and Atmospheric Sciences, advising undergraduate, master's and doctoral students. He is the Lead Researcher at SENAI CIMATEC's Reference Center on Artificial Intelligence. In addition, he is a Certified Instructor and University Ambassador of the NVIDIA Deep Learning Institute (DLI) in the areas of Deep Learning, Computer Vision, Natural Language Processing and Recommender Systems, and Principal Investigator of the NVIDIA/CIMATEC AI Joint Lab, the first in Latin America within the NVIDIA AI Technology Center (NVAITC) worldwide program. He also works as a researcher at the Supercomputing Center for Industrial Innovation (CS2i) and at the SENAI Institute of Innovation for Automation (ISI Automação), both from SENAI CIMATEC. He is a member and vice-coordinator of the Basic Board of Scientific-Technological Advice and Evaluation, in the area of Innovation, of the Foundation for Research Support of the State of Bahia (FAPESB). He serves as Technology Transfer Coordinator and one of the Principal Investigators at the National Applied Research Center in Artificial Intelligence (CPA-IA) of SENAI CIMATEC, focusing on Industry, being one of the six CPA-IA in Brazil approved by MCTI / FAPESP / CGI.br. He also participates as one of the representatives of Brazil in the BRICS Innovation Collaboration Working Group on HPC, ICT and AI. He is the coordinator of the Work Group of the Axis 5 - Workforce and Training - of the Brazilian Strategy for Artificial Intelligence (EBIA), and member of the MCTI/EMBRAPII AI Innovation Network Training Committee. He is the coordinator, by SENAI CIMATEC, of the Artificial Intelligence Reference Network of the State of Bahia (REDE BAH.IA). He leads the working group of experts representing Brazil in the Global Partnership on Artificial Intelligence (GPAI), on the theme \"AI and the Pandemic Response\".",institutionString:null,institution:null},{id:"241400",title:"Prof.",name:"Mohammed",middleName:null,surname:"Bsiss",slug:"mohammed-bsiss",fullName:"Mohammed Bsiss",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/241400/images/8062_n.jpg",biography:null,institutionString:null,institution:null},{id:"276128",title:"Dr.",name:"Hira",middleName:null,surname:"Fatima",slug:"hira-fatima",fullName:"Hira Fatima",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/276128/images/14420_n.jpg",biography:"Dr. Hira Fatima\nAssistant Professor\nDepartment of Mathematics\nInstitute of Applied Science\nMangalayatan University, Aligarh\nMobile: no : 8532041179\nhirafatima2014@gmal.com\n\nDr. Hira Fatima has received his Ph.D. degree in pure Mathematics from Aligarh Muslim University, Aligarh India. Currently working as an Assistant Professor in the Department of Mathematics, Institute of Applied Science, Mangalayatan University, Aligarh. She taught so many courses of Mathematics of UG and PG level. Her research Area of Expertise is Functional Analysis & Sequence Spaces. She has been working on Ideal Convergence of double sequence. She has published 17 research papers in National and International Journals including Cogent Mathematics, Filomat, Journal of Intelligent and Fuzzy Systems, Advances in Difference Equations, Journal of Mathematical Analysis, Journal of Mathematical & Computer Science etc. She has also reviewed few research papers for the and international journals. She is a member of Indian Mathematical Society.",institutionString:null,institution:null},{id:"417317",title:"Mrs.",name:"Chiedza",middleName:null,surname:"Elvina Mashiri",slug:"chiedza-elvina-mashiri",fullName:"Chiedza Elvina Mashiri",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Midlands State University",country:{name:"Zimbabwe"}}},{id:"352140",title:"Dr.",name:"Edina",middleName:null,surname:"Chandiwana",slug:"edina-chandiwana",fullName:"Edina Chandiwana",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Midlands State University",country:{name:"Zimbabwe"}}},{id:"342259",title:"B.Sc.",name:"Leonard",middleName:null,surname:"Mushunje",slug:"leonard-mushunje",fullName:"Leonard Mushunje",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Midlands State University",country:{name:"Zimbabwe"}}},{id:"347042",title:"Mr.",name:"Maxwell",middleName:null,surname:"Mashasha",slug:"maxwell-mashasha",fullName:"Maxwell Mashasha",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Midlands State University",country:{name:"Zimbabwe"}}},{id:"2941",title:"Dr.",name:"Alberto J.",middleName:"Jorge",surname:"Rosales-Silva",slug:"alberto-j.-rosales-silva",fullName:"Alberto J. Rosales-Silva",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Instituto Politécnico Nacional",country:{name:"Mexico"}}},{id:"437913",title:"Dr.",name:"Guillermo",middleName:null,surname:"Urriolagoitia-Sosa",slug:"guillermo-urriolagoitia-sosa",fullName:"Guillermo Urriolagoitia-Sosa",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Instituto Politécnico Nacional",country:{name:"Mexico"}}},{id:"435126",title:"Prof.",name:"Joaquim",middleName:null,surname:"José de Castro Ferreira",slug:"joaquim-jose-de-castro-ferreira",fullName:"Joaquim José de Castro Ferreira",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Aveiro",country:{name:"Portugal"}}},{id:"437899",title:"MSc.",name:"Miguel Angel",middleName:null,surname:"Ángel Castillo-Martínez",slug:"miguel-angel-angel-castillo-martinez",fullName:"Miguel Angel Ángel Castillo-Martínez",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Instituto Politécnico Nacional",country:{name:"Mexico"}}},{id:"289955",title:"Dr.",name:"Raja",middleName:null,surname:"Kishor Duggirala",slug:"raja-kishor-duggirala",fullName:"Raja Kishor Duggirala",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Jawaharlal Nehru Technological University, Hyderabad",country:{name:"India"}}}]}},subseries:{item:{id:"12",type:"subseries",title:"Human Physiology",keywords:"Anatomy, Cells, Organs, Systems, Homeostasis, Functions",scope:"Human physiology is the scientific exploration of the various functions (physical, biochemical, and mechanical properties) of humans, their organs, and their constituent cells. The endocrine and nervous systems play important roles in maintaining homeostasis in the human body. Integration, which is the biological basis of physiology, is achieved through communication between the many overlapping functions of the human body's systems, which takes place through electrical and chemical means. Much of the basis of our knowledge of human physiology has been provided by animal experiments. Because of the close relationship between structure and function, studies in human physiology and anatomy seek to understand the mechanisms that help the human body function. The series on human physiology deals with the various mechanisms of interaction between the various organs, nerves, and cells in the human body.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/12.jpg",hasOnlineFirst:!1,hasPublishedBooks:!0,annualVolume:11408,editor:{id:"195829",title:"Prof.",name:"Kunihiro",middleName:null,surname:"Sakuma",slug:"kunihiro-sakuma",fullName:"Kunihiro Sakuma",profilePictureURL:"https://mts.intechopen.com/storage/users/195829/images/system/195829.jpg",biography:"Professor Kunihiro Sakuma, Ph.D., currently works in the Institute for Liberal Arts at the Tokyo Institute of Technology. He is a physiologist working in the field of skeletal muscle. He was awarded his sports science diploma in 1995 by the University of Tsukuba and began his scientific work at the Department of Physiology, Aichi Human Service Center, focusing on the molecular mechanism of congenital muscular dystrophy and normal muscle regeneration. His interest later turned to the molecular mechanism and attenuating strategy of sarcopenia (age-related muscle atrophy). His opinion is to attenuate sarcopenia by improving autophagic defects using nutrient- and pharmaceutical-based treatments.",institutionString:null,institution:{name:"Tokyo Institute of Technology",institutionURL:null,country:{name:"Japan"}}},editorTwo:{id:"331519",title:"Dr.",name:"Kotomi",middleName:null,surname:"Sakai",slug:"kotomi-sakai",fullName:"Kotomi Sakai",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000031QtFXQA0/Profile_Picture_1637053227318",biography:"Senior researcher Kotomi Sakai, Ph.D., MPH, works at the Research Organization of Science and Technology in Ritsumeikan University. She is a researcher in the geriatric rehabilitation and public health field. She received Ph.D. from Nihon University and MPH from St.Luke’s International University. Her main research interest is sarcopenia in older adults, especially its association with nutritional status. Additionally, to understand how to maintain and improve physical function in older adults, to conduct studies about the mechanism of sarcopenia and determine when possible interventions are needed.",institutionString:null,institution:{name:"Ritsumeikan University",institutionURL:null,country:{name:"Japan"}}},editorThree:null,series:{id:"10",title:"Physiology",doi:"10.5772/intechopen.72796",issn:"2631-8261"},editorialBoard:[{id:"213786",title:"Dr.",name:"Henrique P.",middleName:null,surname:"Neiva",slug:"henrique-p.-neiva",fullName:"Henrique P. Neiva",profilePictureURL:"https://mts.intechopen.com/storage/users/213786/images/system/213786.png",institutionString:null,institution:{name:"University of Beira Interior",institutionURL:null,country:{name:"Portugal"}}},{id:"39275",title:"Prof.",name:"Herbert Ryan",middleName:null,surname:"Marini",slug:"herbert-ryan-marini",fullName:"Herbert Ryan Marini",profilePictureURL:"https://mts.intechopen.com/storage/users/39275/images/9459_n.jpg",institutionString:null,institution:{name:"University of Messina",institutionURL:null,country:{name:"Italy"}}},{id:"319576",title:"Prof.",name:"Nikolay",middleName:null,surname:"Boyadjiev",slug:"nikolay-boyadjiev",fullName:"Nikolay Boyadjiev",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00002v4b3cQAA/Profile_Picture_2022-06-07T08:30:58.jpeg",institutionString:null,institution:{name:"Medical University Plovdiv",institutionURL:null,country:{name:"Bulgaria"}}},{id:"196218",title:"Dr.",name:"Pasquale",middleName:null,surname:"Cianci",slug:"pasquale-cianci",fullName:"Pasquale Cianci",profilePictureURL:"https://mts.intechopen.com/storage/users/196218/images/system/196218.png",institutionString:null,institution:{name:"University of Foggia",institutionURL:null,country:{name:"Italy"}}}]},onlineFirstChapters:{paginationCount:8,paginationItems:[{id:"83117",title:"Endothelial Secretome",doi:"10.5772/intechopen.106550",signatures:"Luiza Rusu",slug:"endothelial-secretome",totalDownloads:0,totalCrossrefCites:0,totalDimensionsCites:0,authors:[{name:"Luiza",surname:"Rusu"}],book:{title:"Periodontology - New Insights",coverURL:"https://cdn.intechopen.com/books/images_new/11566.jpg",subseries:{id:"1",title:"Oral Health"}}},{id:"83087",title:"Role of Cellular Responses in Periodontal Tissue Destruction",doi:"10.5772/intechopen.106645",signatures:"Nam Cong-Nhat Huynh",slug:"role-of-cellular-responses-in-periodontal-tissue-destruction",totalDownloads:8,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Periodontology - New Insights",coverURL:"https://cdn.intechopen.com/books/images_new/11566.jpg",subseries:{id:"1",title:"Oral Health"}}},{id:"82654",title:"Atraumatic Restorative Treatment: More than a Minimally Invasive Approach?",doi:"10.5772/intechopen.105623",signatures:"Manal A. Ablal",slug:"atraumatic-restorative-treatment-more-than-a-minimally-invasive-approach",totalDownloads:4,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Dental Caries - The Selection of Restoration Methods and Restorative Materials",coverURL:"https://cdn.intechopen.com/books/images_new/11565.jpg",subseries:{id:"1",title:"Oral Health"}}},{id:"82735",title:"The Influence of Salivary pH on the Prevalence of Dental Caries",doi:"10.5772/intechopen.106154",signatures:"Laura-Cristina Rusu, Alexandra Roi, Ciprian-Ioan Roi, Codruta Victoria Tigmeanu and Lavinia Cosmina Ardelean",slug:"the-influence-of-salivary-ph-on-the-prevalence-of-dental-caries",totalDownloads:13,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Dental Caries - The Selection of Restoration Methods and Restorative Materials",coverURL:"https://cdn.intechopen.com/books/images_new/11565.jpg",subseries:{id:"1",title:"Oral Health"}}},{id:"82357",title:"Caries Management Aided by Fluorescence-Based Devices",doi:"10.5772/intechopen.105567",signatures:"Atena Galuscan, Daniela Jumanca and Aurora Doris Fratila",slug:"caries-management-aided-by-fluorescence-based-devices",totalDownloads:6,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Dental Caries - The Selection of Restoration Methods and Restorative Materials",coverURL:"https://cdn.intechopen.com/books/images_new/11565.jpg",subseries:{id:"1",title:"Oral Health"}}},{id:"81894",title:"Diet and Nutrition and Their Relationship with Early Childhood Dental Caries",doi:"10.5772/intechopen.105123",signatures:"Luanna Gonçalves Ferreira, Giuliana de Campos Chaves Lamarque and Francisco Wanderley Garcia Paula-Silva",slug:"diet-and-nutrition-and-their-relationship-with-early-childhood-dental-caries",totalDownloads:20,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Dental Caries - The Selection of Restoration Methods and Restorative Materials",coverURL:"https://cdn.intechopen.com/books/images_new/11565.jpg",subseries:{id:"1",title:"Oral Health"}}},{id:"78064",title:"The Salivary Secretome",doi:"10.5772/intechopen.98278",signatures:"Luís Perpétuo, Rita Ferreira, Sofia Guedes, Francisco Amado and Rui Vitorino",slug:"the-salivary-secretome",totalDownloads:108,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Periodontology - New Insights",coverURL:"https://cdn.intechopen.com/books/images_new/11566.jpg",subseries:{id:"1",title:"Oral Health"}}},{id:"65334",title:"Introductory Chapter: Some Important Aspects of Root Canal Treatment",doi:"10.5772/intechopen.83653",signatures:"Ana Luiza de Carvalho Felippini",slug:"introductory-chapter-some-important-aspects-of-root-canal-treatment",totalDownloads:852,totalCrossrefCites:0,totalDimensionsCites:0,authors:[{name:"Ana Luiza",surname:"De Carvalho Felippini"}],book:{title:"Root Canal",coverURL:"https://cdn.intechopen.com/books/images_new/7133.jpg",subseries:{id:"1",title:"Oral Health"}}}]},publishedBooks:{paginationCount:9,paginationItems:[{type:"book",id:"10797",title:"Cell Culture",subtitle:"Advanced Technology and Applications in Medical and Life Sciences",coverURL:"https://cdn.intechopen.com/books/images_new/10797.jpg",slug:"cell-culture-advanced-technology-and-applications-in-medical-and-life-sciences",publishedDate:"June 15th 2022",editedByType:"Edited by",bookSignature:"Xianquan Zhan",hash:"2c628f4757f9639a4450728d839a7842",volumeInSeries:30,fullTitle:"Cell Culture - Advanced Technology and Applications in Medical and Life Sciences",editors:[{id:"223233",title:"Prof.",name:"Xianquan",middleName:null,surname:"Zhan",slug:"xianquan-zhan",fullName:"Xianquan Zhan",profilePictureURL:"https://mts.intechopen.com/storage/users/223233/images/system/223233.png",institutionString:"Shandong First Medical University",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"10803",title:"Reactive Oxygen Species",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/10803.jpg",slug:"reactive-oxygen-species",publishedDate:"April 28th 2022",editedByType:"Edited by",bookSignature:"Rizwan Ahmad",hash:"176adcf090fdd1f93cb8ce3146e79ca1",volumeInSeries:28,fullTitle:"Reactive Oxygen Species",editors:[{id:"40482",title:null,name:"Rizwan",middleName:null,surname:"Ahmad",slug:"rizwan-ahmad",fullName:"Rizwan Ahmad",profilePictureURL:"https://mts.intechopen.com/storage/users/40482/images/system/40482.jpeg",institutionString:"Imam Abdulrahman Bin Faisal University",institution:{name:"Imam Abdulrahman Bin Faisal University",institutionURL:null,country:{name:"Saudi Arabia"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"9659",title:"Fibroblasts",subtitle:"Advances in Inflammation, Autoimmunity and Cancer",coverURL:"https://cdn.intechopen.com/books/images_new/9659.jpg",slug:"fibroblasts-advances-in-inflammation-autoimmunity-and-cancer",publishedDate:"December 22nd 2021",editedByType:"Edited by",bookSignature:"Mojca Frank Bertoncelj and Katja Lakota",hash:"926fa6446f6befbd363fc74971a56de2",volumeInSeries:25,fullTitle:"Fibroblasts - Advances in Inflammation, Autoimmunity and Cancer",editors:[{id:"328755",title:"Ph.D.",name:"Mojca",middleName:null,surname:"Frank Bertoncelj",slug:"mojca-frank-bertoncelj",fullName:"Mojca Frank Bertoncelj",profilePictureURL:"https://mts.intechopen.com/storage/users/328755/images/system/328755.jpg",institutionString:"BioMed X Institute",institution:{name:"University Hospital of Zurich",institutionURL:null,country:{name:"Switzerland"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8018",title:"Extracellular Matrix",subtitle:"Developments and Therapeutics",coverURL:"https://cdn.intechopen.com/books/images_new/8018.jpg",slug:"extracellular-matrix-developments-and-therapeutics",publishedDate:"October 27th 2021",editedByType:"Edited by",bookSignature:"Rama Sashank Madhurapantula, Joseph Orgel P.R.O. and Zvi Loewy",hash:"c85e82851e80b40282ff9be99ddf2046",volumeInSeries:23,fullTitle:"Extracellular Matrix - Developments and Therapeutics",editors:[{id:"212416",title:"Dr.",name:"Rama Sashank",middleName:null,surname:"Madhurapantula",slug:"rama-sashank-madhurapantula",fullName:"Rama Sashank Madhurapantula",profilePictureURL:"https://mts.intechopen.com/storage/users/212416/images/system/212416.jpg",institutionString:"Illinois Institute of Technology",institution:{name:"Illinois Institute of Technology",institutionURL:null,country:{name:"United States of America"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"9403",title:"Human Microbiome",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/9403.jpg",slug:"human-microbiome",publishedDate:"June 16th 2021",editedByType:"Edited by",bookSignature:"Natalia V. Beloborodova and Andrey V. Grechko",hash:"c31366ba82585ba3ac91d21eb1cf0a4d",volumeInSeries:20,fullTitle:"Human Microbiome",editors:[{id:"199461",title:"Prof.",name:"Natalia V.",middleName:null,surname:"Beloborodova",slug:"natalia-v.-beloborodova",fullName:"Natalia V. Beloborodova",profilePictureURL:"https://mts.intechopen.com/storage/users/199461/images/system/199461.jpg",institutionString:"Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"9002",title:"Glutathione System and Oxidative Stress in Health and Disease",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/9002.jpg",slug:"glutathione-system-and-oxidative-stress-in-health-and-disease",publishedDate:"August 26th 2020",editedByType:"Edited by",bookSignature:"Margarete Dulce Bagatini",hash:"127defed0a50ad5ed92338dc96e1e10e",volumeInSeries:17,fullTitle:"Glutathione System and Oxidative Stress in Health and Disease",editors:[{id:"217850",title:"Dr.",name:"Margarete Dulce",middleName:null,surname:"Bagatini",slug:"margarete-dulce-bagatini",fullName:"Margarete Dulce Bagatini",profilePictureURL:"https://mts.intechopen.com/storage/users/217850/images/system/217850.jpeg",institutionString:"Universidade Federal da Fronteira Sul",institution:{name:"Universidade Federal da Fronteira Sul",institutionURL:null,country:{name:"Brazil"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8176",title:"DNA Methylation Mechanism",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/8176.jpg",slug:"dna-methylation-mechanism",publishedDate:"July 1st 2020",editedByType:"Edited by",bookSignature:"Metin Budak and Mustafa Yıldız",hash:"1de018af20c3e9916b5a9b4fed13a4ff",volumeInSeries:15,fullTitle:"DNA Methylation Mechanism",editors:[{id:"226275",title:"Ph.D.",name:"Metin",middleName:null,surname:"Budak",slug:"metin-budak",fullName:"Metin Budak",profilePictureURL:"https://mts.intechopen.com/storage/users/226275/images/system/226275.png",institutionString:"Trakya University",institution:{name:"Trakya University",institutionURL:null,country:{name:"Turkey"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"7012",title:"Biochemical Testing",subtitle:"Clinical Correlation and Diagnosis",coverURL:"https://cdn.intechopen.com/books/images_new/7012.jpg",slug:"biochemical-testing-clinical-correlation-and-diagnosis",publishedDate:"April 29th 2020",editedByType:"Edited by",bookSignature:"Varaprasad Bobbarala, Gaffar Sarwar Zaman, Mohd Nasir Mohd Desa and Abdah Md Akim",hash:"1aa28a784b136633d827933ad91fe621",volumeInSeries:12,fullTitle:"Biochemical Testing - Clinical Correlation and Diagnosis",editors:[{id:"207119",title:"Dr.",name:"Varaprasad",middleName:null,surname:"Bobbarala PhD",slug:"varaprasad-bobbarala-phd",fullName:"Varaprasad Bobbarala PhD",profilePictureURL:"https://mts.intechopen.com/storage/users/207119/images/system/207119.jpg",institutionString:"Adhya Biosciences",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"7006",title:"Biochemistry and Health Benefits of Fatty Acids",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/7006.jpg",slug:"biochemistry-and-health-benefits-of-fatty-acids",publishedDate:"December 19th 2018",editedByType:"Edited by",bookSignature:"Viduranga Waisundara",hash:"c93a00abd68b5eba67e5e719f67fd20b",volumeInSeries:1,fullTitle:"Biochemistry and Health Benefits of Fatty Acids",editors:[{id:"194281",title:"Dr.",name:"Viduranga Y.",middleName:null,surname:"Waisundara",slug:"viduranga-y.-waisundara",fullName:"Viduranga Y. Waisundara",profilePictureURL:"https://mts.intechopen.com/storage/users/194281/images/system/194281.jpg",institutionString:"Australian College of Business & Technology",institution:{name:"Kobe College",institutionURL:null,country:{name:"Japan"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},testimonialsList:[{id:"8",text:"I work with IntechOpen for a number of reasons: their professionalism, their mission in support of Open Access publishing, and the quality of their peer-reviewed publications, but also because they believe in equality.",author:{id:"202192",name:"Catrin",surname:"Rutland",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/202192/images/system/202192.png",slug:"catrin-rutland",institution:{id:"134",name:"University of Nottingham",country:{id:null,name:"United Kingdom"}}}},{id:"18",text:"It was great publishing with IntechOpen, the process was straightforward and I had support all along.",author:{id:"71579",name:"Berend",surname:"Olivier",institutionString:"Utrecht University",profilePictureURL:"https://mts.intechopen.com/storage/users/71579/images/system/71579.png",slug:"berend-olivier",institution:{id:"253",name:"Utrecht University",country:{id:null,name:"Netherlands"}}}},{id:"27",text:"The opportunity to work with a prestigious publisher allows for the possibility to collaborate with more research groups interested in animal nutrition, leading to the development of new feeding strategies and food valuation while being more sustainable with the environment, allowing more readers to learn about the subject.",author:{id:"175967",name:"Manuel",surname:"Gonzalez Ronquillo",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/175967/images/system/175967.png",slug:"manuel-gonzalez-ronquillo",institution:{id:"6221",name:"Universidad Autónoma del Estado de México",country:{id:null,name:"Mexico"}}}}]},submityourwork:{pteSeriesList:[{id:"14",title:"Artificial Intelligence",numberOfPublishedBooks:11,numberOfPublishedChapters:91,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:108,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:33,numberOfPublishedChapters:333,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:19,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:14,numberOfPublishedChapters:145,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:11,numberOfPublishedChapters:144,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!0},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:126,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:113,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2632-0517",doi:"10.5772/intechopen.73681",isOpenForSubmission:!0}],sshSeriesList:[{id:"22",title:"Business, Management and Economics",numberOfPublishedBooks:1,numberOfPublishedChapters:23,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:13,numberOfOpenTopics:1,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!0},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:1,numberOfPublishedChapters:19,numberOfOpenTopics:5,numberOfUpcomingTopics:0,issn:"2753-6580",doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],subseriesList:[{id:"3",title:"Bacterial Infectious Diseases",scope:"
\r\n\tThe era of antibiotics led us to the illusion that the problem of bacterial infection is over. However, bacterial flexibility and adaptation mechanisms allow them to survive and grow in extreme conditions. The best example is the formation of a sophisticated society of bacteria defined as a biofilm. Understanding the mechanism of bacterial biofilm formation has changed our perception of the development of bacterial infection but successfully eradicating biofilm remains a challenge. Considering the above, it is not surprising that bacteria remain a major public health threat despite the development of many groups of antibiotics. Additionally, increasing prevalence of acquired antibiotic resistance forces us to realize that we are far from controlling the development of bacterial infections. On the other hand, many infections are endogenous and result from an unbalanced relationship between the host and the microorganism. The increasing use of immunosuppressants, such as chemotherapy or organ transplantation, increases the incidence of patients highly susceptible to bacterial infections in the population.
\r\n
\r\n\tThis topic will focus on the current challenges and advantages in the diagnosis and treatment of bacterial infections. We will discuss the host-microbiota relationship, the treatment of chronic infections due to biofilm formation, and the development of new diagnostic tools to rapidly distinguish between colonization and probable infection.
",coverUrl:"https://cdn.intechopen.com/series_topics/covers/3.jpg",keywords:"Antibiotics, Biofilm, Antibiotic Resistance, Host-microbiota Relationship, Treatment, Diagnostic Tools"},{id:"4",title:"Fungal Infectious Diseases",scope:"Fungi are ubiquitous and there are almost no non-pathogenic fungi. Fungal infectious illness prevalence and prognosis are determined by the exposure between fungi and host, host immunological state, fungal virulence, and early and accurate diagnosis and treatment. \r\nPatients with both congenital and acquired immunodeficiency are more likely to be infected with opportunistic mycosis. Fungal infectious disease outbreaks are common during the post- disaster rebuilding era, which is characterised by high population density, migration, and poor health and medical conditions.\r\nSystemic or local fungal infection is mainly associated with the fungi directly inhaled or inoculated in the environment during the disaster. The most common fungal infection pathways are human to human (anthropophilic), animal to human (zoophilic), and environment to human (soilophile). Diseases are common as a result of widespread exposure to pathogenic fungus dispersed into the environment. \r\nFungi that are both common and emerging are intertwined. In Southeast Asia, for example, Talaromyces marneffei is an important pathogenic thermally dimorphic fungus that causes systemic mycosis. Widespread fungal infections with complicated and variable clinical manifestations, such as Candida auris infection resistant to several antifungal medicines, Covid-19 associated with Trichoderma, and terbinafine resistant dermatophytosis in India, are among the most serious disorders. \r\nInappropriate local or systemic use of glucocorticoids, as well as their immunosuppressive effects, may lead to changes in fungal infection spectrum and clinical characteristics. Hematogenous candidiasis is a worrisome issue that affects people all over the world, particularly ICU patients. CARD9 deficiency and fungal infection have been major issues in recent years. Invasive aspergillosis is associated with a significant death rate. Special attention should be given to endemic fungal infections, identification of important clinical fungal infections advanced in yeasts, filamentous fungal infections, skin mycobiome and fungal genomes, and immunity to fungal infections.\r\nIn addition, endemic fungal diseases or uncommon fungal infections caused by Mucor irregularis, dermatophytosis, Malassezia, cryptococcosis, chromoblastomycosis, coccidiosis, blastomycosis, histoplasmosis, sporotrichosis, and other fungi, should be monitored. \r\nThis topic includes the research progress on the etiology and pathogenesis of fungal infections, new methods of isolation and identification, rapid detection, drug sensitivity testing, new antifungal drugs, schemes and case series reports. It will provide significant opportunities and support for scientists, clinical doctors, mycologists, antifungal drug researchers, public health practitioners, and epidemiologists from all over the world to share new research, ideas and solutions to promote the development and progress of medical mycology.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/4.jpg",keywords:"Emerging Fungal Pathogens, Invasive Infections, Epidemiology, Cell Membrane, Fungal Virulence, Diagnosis, Treatment"},{id:"5",title:"Parasitic Infectious Diseases",scope:"Parasitic diseases have evolved alongside their human hosts. In many cases, these diseases have adapted so well that they have developed efficient resilience methods in the human host and can live in the host for years. Others, particularly some blood parasites, can cause very acute diseases and are responsible for millions of deaths yearly. Many parasitic diseases are classified as neglected tropical diseases because they have received minimal funding over recent years and, in many cases, are under-reported despite the critical role they play in morbidity and mortality among human and animal hosts. The current topic, Parasitic Infectious Diseases, in the Infectious Diseases Series aims to publish studies on the systematics, epidemiology, molecular biology, genomics, pathogenesis, genetics, and clinical significance of parasitic diseases from blood borne to intestinal parasites as well as zoonotic parasites. We hope to cover all aspects of parasitic diseases to provide current and relevant research data on these very important diseases. In the current atmosphere of the Coronavirus pandemic, communities around the world, particularly those in different underdeveloped areas, are faced with the growing challenges of the high burden of parasitic diseases. At the same time, they are faced with the Covid-19 pandemic leading to what some authors have called potential syndemics that might worsen the outcome of such infections. Therefore, it is important to conduct studies that examine parasitic infections in the context of the coronavirus pandemic for the benefit of all communities to help foster more informed decisions for the betterment of human and animal health.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/5.jpg",keywords:"Blood Borne Parasites, Intestinal Parasites, Protozoa, Helminths, Arthropods, Water Born Parasites, Epidemiology, Molecular Biology, Systematics, Genomics, Proteomics, Ecology"},{id:"6",title:"Viral Infectious Diseases",scope:"The Viral Infectious Diseases Book Series aims to provide a comprehensive overview of recent research trends and discoveries in various viral infectious diseases emerging around the globe. The emergence of any viral disease is hard to anticipate, which often contributes to death. A viral disease can be defined as an infectious disease that has recently appeared within a population or exists in nature with the rapid expansion of incident or geographic range. This series will focus on various crucial factors related to emerging viral infectious diseases, including epidemiology, pathogenesis, host immune response, clinical manifestations, diagnosis, treatment, and clinical recommendations for managing viral infectious diseases, highlighting the recent issues with future directions for effective therapeutic strategies.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/6.jpg",keywords:"Novel Viruses, Virus Transmission, Virus Evolution, Molecular Virology, Control and Prevention, Virus-host Interaction"}],annualVolumeBook:{},thematicCollection:[],selectedSeries:null,selectedSubseries:null},seriesLanding:{item:{id:"11",title:"Biochemistry",doi:"10.5772/intechopen.72877",issn:"2632-0983",scope:"Biochemistry, the study of chemical transformations occurring within living organisms, impacts all areas of life sciences, from molecular crystallography and genetics to ecology, medicine, and population biology. Biochemistry examines macromolecules - proteins, nucleic acids, carbohydrates, and lipids – and their building blocks, structures, functions, and interactions. Much of biochemistry is devoted to enzymes, proteins that catalyze chemical reactions, enzyme structures, mechanisms of action and their roles within cells. Biochemistry also studies small signaling molecules, coenzymes, inhibitors, vitamins, and hormones, which play roles in life processes. Biochemical experimentation, besides coopting classical chemistry methods, e.g., chromatography, adopted new techniques, e.g., X-ray diffraction, electron microscopy, NMR, radioisotopes, and developed sophisticated microbial genetic tools, e.g., auxotroph mutants and their revertants, fermentation, etc. More recently, biochemistry embraced the ‘big data’ omics systems. Initial biochemical studies have been exclusively analytic: dissecting, purifying, and examining individual components of a biological system; in the apt words of Efraim Racker (1913 –1991), “Don’t waste clean thinking on dirty enzymes.” Today, however, biochemistry is becoming more agglomerative and comprehensive, setting out to integrate and describe entirely particular biological systems. The ‘big data’ metabolomics can define the complement of small molecules, e.g., in a soil or biofilm sample; proteomics can distinguish all the comprising proteins, e.g., serum; metagenomics can identify all the genes in a complex environment, e.g., the bovine rumen. This Biochemistry Series will address the current research on biomolecules and the emerging trends with great promise.",coverUrl:"https://cdn.intechopen.com/series/covers/11.jpg",latestPublicationDate:"August 17th, 2022",hasOnlineFirst:!0,numberOfOpenTopics:4,numberOfPublishedChapters:333,numberOfPublishedBooks:33,editor:{id:"31610",title:"Dr.",name:"Miroslav",middleName:null,surname:"Blumenberg",fullName:"Miroslav Blumenberg",profilePictureURL:"https://mts.intechopen.com/storage/users/31610/images/system/31610.jpg",biography:"Miroslav Blumenberg, Ph.D., was born in Subotica and received his BSc in Belgrade, Yugoslavia. He completed his Ph.D. at MIT in Organic Chemistry; he followed up his Ph.D. with two postdoctoral study periods at Stanford University. Since 1983, he has been a faculty member of the RO Perelman Department of Dermatology, NYU School of Medicine, where he is codirector of a training grant in cutaneous biology. Dr. Blumenberg’s research is focused on the epidermis, expression of keratin genes, transcription profiling, keratinocyte differentiation, inflammatory diseases and cancers, and most recently the effects of the microbiome on the skin. He has published more than 100 peer-reviewed research articles and graduated numerous Ph.D. and postdoctoral students.",institutionString:null,institution:{name:"New York University Langone Medical Center",institutionURL:null,country:{name:"United States of America"}}},subseries:[{id:"14",title:"Cell and Molecular Biology",keywords:"Omics (Transcriptomics; Proteomics; Metabolomics), Molecular Biology, Cell Biology, Signal Transduction and Regulation, Cell Growth and Differentiation, Apoptosis, Necroptosis, Ferroptosis, Autophagy, Cell Cycle, Macromolecules and Complexes, Gene Expression",scope:"The Cell and Molecular Biology topic within the IntechOpen Biochemistry Series aims to rapidly publish contributions on all aspects of cell and molecular biology, including aspects related to biochemical and genetic research (not only in humans but all living beings). We encourage the submission of manuscripts that provide novel and mechanistic insights that report significant advances in the fields. Topics include, but are not limited to: Advanced techniques of cellular and molecular biology (Molecular methodologies, imaging techniques, and bioinformatics); Biological activities at the molecular level; Biological processes of cell functions, cell division, senescence, maintenance, and cell death; Biomolecules interactions; Cancer; Cell biology; Chemical biology; Computational biology; Cytochemistry; Developmental biology; Disease mechanisms and therapeutics; DNA, and RNA metabolism; Gene functions, genetics, and genomics; Genetics; Immunology; Medical microbiology; Molecular biology; Molecular genetics; Molecular processes of cell and organelle dynamics; Neuroscience; Protein biosynthesis, degradation, and functions; Regulation of molecular interactions in a cell; Signalling networks and system biology; Structural biology; Virology and microbiology.",annualVolume:11410,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/14.jpg",editor:{id:"165627",title:"Dr.",name:"Rosa María",middleName:null,surname:"Martínez-Espinosa",fullName:"Rosa María Martínez-Espinosa",profilePictureURL:"https://mts.intechopen.com/storage/users/165627/images/system/165627.jpeg",institutionString:"University of Alicante",institution:{name:"University of Alicante",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"79367",title:"Dr.",name:"Ana Isabel",middleName:null,surname:"Flores",fullName:"Ana Isabel Flores",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRpIOQA0/Profile_Picture_1632418099564",institutionString:null,institution:{name:"Hospital Universitario 12 De Octubre",institutionURL:null,country:{name:"Spain"}}},{id:"328234",title:"Ph.D.",name:"Christian",middleName:null,surname:"Palavecino",fullName:"Christian Palavecino",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000030DhEhQAK/Profile_Picture_1628835318625",institutionString:null,institution:{name:"Central University of Chile",institutionURL:null,country:{name:"Chile"}}},{id:"186585",title:"Dr.",name:"Francisco Javier",middleName:null,surname:"Martin-Romero",fullName:"Francisco Javier Martin-Romero",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSB3HQAW/Profile_Picture_1631258137641",institutionString:null,institution:{name:"University of Extremadura",institutionURL:null,country:{name:"Spain"}}}]},{id:"15",title:"Chemical Biology",keywords:"Phenolic Compounds, Essential Oils, Modification of Biomolecules, Glycobiology, Combinatorial Chemistry, Therapeutic peptides, Enzyme Inhibitors",scope:"Chemical biology spans the fields of chemistry and biology involving the application of biological and chemical molecules and techniques. In recent years, the application of chemistry to biological molecules has gained significant interest in medicinal and pharmacological studies. This topic will be devoted to understanding the interplay between biomolecules and chemical compounds, their structure and function, and their potential applications in related fields. Being a part of the biochemistry discipline, the ideas and concepts that have emerged from Chemical Biology have affected other related areas. This topic will closely deal with all emerging trends in this discipline.",annualVolume:11411,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/15.jpg",editor:{id:"441442",title:"Dr.",name:"Şükrü",middleName:null,surname:"Beydemir",fullName:"Şükrü Beydemir",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00003GsUoIQAV/Profile_Picture_1634557147521",institutionString:null,institution:{name:"Anadolu University",institutionURL:null,country:{name:"Turkey"}}},editorTwo:{id:"13652",title:"Prof.",name:"Deniz",middleName:null,surname:"Ekinci",fullName:"Deniz Ekinci",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYLT1QAO/Profile_Picture_1634557223079",institutionString:null,institution:{name:"Ondokuz Mayıs University",institutionURL:null,country:{name:"Turkey"}}},editorThree:null,editorialBoard:[{id:"219081",title:"Dr.",name:"Abdulsamed",middleName:null,surname:"Kükürt",fullName:"Abdulsamed Kükürt",profilePictureURL:"https://mts.intechopen.com/storage/users/219081/images/system/219081.png",institutionString:null,institution:{name:"Kafkas University",institutionURL:null,country:{name:"Turkey"}}},{id:"241413",title:"Dr.",name:"Azhar",middleName:null,surname:"Rasul",fullName:"Azhar Rasul",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRT1oQAG/Profile_Picture_1635251978933",institutionString:null,institution:{name:"Government College University, Faisalabad",institutionURL:null,country:{name:"Pakistan"}}},{id:"178316",title:"Ph.D.",name:"Sergey",middleName:null,surname:"Sedykh",fullName:"Sergey Sedykh",profilePictureURL:"https://mts.intechopen.com/storage/users/178316/images/system/178316.jfif",institutionString:null,institution:{name:"Novosibirsk State University",institutionURL:null,country:{name:"Russia"}}}]},{id:"17",title:"Metabolism",keywords:"Biomolecules Metabolism, Energy Metabolism, Metabolic Pathways, Key Metabolic Enzymes, Metabolic Adaptation",scope:"Metabolism is frequently defined in biochemistry textbooks as the overall process that allows living systems to acquire and use the free energy they need for their vital functions or the chemical processes that occur within a living organism to maintain life. Behind these definitions are hidden all the aspects of normal and pathological functioning of all processes that the topic ‘Metabolism’ will cover within the Biochemistry Series. Thus all studies on metabolism will be considered for publication.",annualVolume:11413,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/17.jpg",editor:{id:"138626",title:"Dr.",name:"Yannis",middleName:null,surname:"Karamanos",fullName:"Yannis Karamanos",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002g6Jv2QAE/Profile_Picture_1629356660984",institutionString:null,institution:{name:"Artois University",institutionURL:null,country:{name:"France"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"243049",title:"Dr.",name:"Anca",middleName:null,surname:"Pantea Stoian",fullName:"Anca Pantea Stoian",profilePictureURL:"https://mts.intechopen.com/storage/users/243049/images/system/243049.jpg",institutionString:null,institution:{name:"Carol Davila University of Medicine and Pharmacy",institutionURL:null,country:{name:"Romania"}}},{id:"203824",title:"Dr.",name:"Attilio",middleName:null,surname:"Rigotti",fullName:"Attilio Rigotti",profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",institutionString:null,institution:{name:"Pontifical Catholic University of Chile",institutionURL:null,country:{name:"Chile"}}},{id:"300470",title:"Dr.",name:"Yanfei (Jacob)",middleName:null,surname:"Qi",fullName:"Yanfei (Jacob) Qi",profilePictureURL:"https://mts.intechopen.com/storage/users/300470/images/system/300470.jpg",institutionString:null,institution:{name:"Centenary Institute of Cancer Medicine and Cell Biology",institutionURL:null,country:{name:"Australia"}}}]},{id:"18",title:"Proteomics",keywords:"Mono- and Two-Dimensional Gel Electrophoresis (1-and 2-DE), Liquid Chromatography (LC), Mass Spectrometry/Tandem Mass Spectrometry (MS; MS/MS), Proteins",scope:"With the recognition that the human genome cannot provide answers to the etiology of a disorder, changes in the proteins expressed by a genome became a focus in research. Thus proteomics, an area of research that detects all protein forms expressed in an organism, including splice isoforms and post-translational modifications, is more suitable than genomics for a comprehensive understanding of the biochemical processes that govern life. The most common proteomics applications are currently in the clinical field for the identification, in a variety of biological matrices, of biomarkers for diagnosis and therapeutic intervention of disorders. From the comparison of proteomic profiles of control and disease or different physiological states, which may emerge, changes in protein expression can provide new insights into the roles played by some proteins in human pathologies. Understanding how proteins function and interact with each other is another goal of proteomics that makes this approach even more intriguing. Specialized technology and expertise are required to assess the proteome of any biological sample. Currently, proteomics relies mainly on mass spectrometry (MS) combined with electrophoretic (1 or 2-DE-MS) and/or chromatographic techniques (LC-MS/MS). MS is an excellent tool that has gained popularity in proteomics because of its ability to gather a complex body of information such as cataloging protein expression, identifying protein modification sites, and defining protein interactions. The Proteomics topic aims to attract contributions on all aspects of MS-based proteomics that, by pushing the boundaries of MS capabilities, may address biological problems that have not been resolved yet.",annualVolume:11414,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/18.jpg",editor:{id:"200689",title:"Prof.",name:"Paolo",middleName:null,surname:"Iadarola",fullName:"Paolo Iadarola",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSCl8QAG/Profile_Picture_1623568118342",institutionString:null,institution:{name:"University of Pavia",institutionURL:null,country:{name:"Italy"}}},editorTwo:{id:"201414",title:"Dr.",name:"Simona",middleName:null,surname:"Viglio",fullName:"Simona Viglio",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRKDHQA4/Profile_Picture_1630402531487",institutionString:null,institution:{name:"University of Pavia",institutionURL:null,country:{name:"Italy"}}},editorThree:null,editorialBoard:[{id:"72288",title:"Dr.",name:"Arli Aditya",middleName:null,surname:"Parikesit",fullName:"Arli Aditya Parikesit",profilePictureURL:"https://mts.intechopen.com/storage/users/72288/images/system/72288.jpg",institutionString:null,institution:{name:"Indonesia International Institute for Life Sciences",institutionURL:null,country:{name:"Indonesia"}}},{id:"40928",title:"Dr.",name:"Cesar",middleName:null,surname:"Lopez-Camarillo",fullName:"Cesar Lopez-Camarillo",profilePictureURL:"https://mts.intechopen.com/storage/users/40928/images/3884_n.png",institutionString:null,institution:{name:"Universidad Autónoma de la Ciudad de México",institutionURL:null,country:{name:"Mexico"}}},{id:"81926",title:"Dr.",name:"Shymaa",middleName:null,surname:"Enany",fullName:"Shymaa Enany",profilePictureURL:"https://mts.intechopen.com/storage/users/81926/images/system/81926.png",institutionString:"Suez Canal University",institution:{name:"Suez Canal University",institutionURL:null,country:{name:"Egypt"}}}]}]}},libraryRecommendation:{success:null,errors:{},institutions:[]},route:{name:"profile.detail",path:"/profiles/238248",hash:"",query:{},params:{id:"238248"},fullPath:"/profiles/238248",meta:{},from:{name:null,path:"/",hash:"",query:{},params:{},fullPath:"/",meta:{}}}},function(){var e;(e=document.currentScript||document.scripts[document.scripts.length-1]).parentNode.removeChild(e)}()