\r\n\tTo viable rural development has a vital role for rural communities. In the design of policies to be successful that affect them rural people have to decide and implement. According to this, it is a critical point to involve the poor and disadvantaged, along with related stakeholders, agricultural and rural development. Hence, for the sustainable development by international initiatives and all other institutions were searched and to be present the agricultural and related research results. To help support the effort, various governmental and non-governmental agencies established fundings for sustainable rural development research and fostered the development of human well-being goals in rural areas via national and international initiatives. In this context, most efforts resulted in successful cases. This book will intend to provide the reader with a comprehensive overview of the theory, approaches, strategies, and cases, and key elements and challenges of sustainable development, and Bioeconomy, Green and Circular economy for sustainability, and UN SDGs-Agenda 2030 and EU Green Deal.
\r\n
\r\n\tI believe that this work will be fundamental in the field of SDG, and it will be a guiding, idea-generating key for researchers, practitioners, rural community, and policy decision-makers, and I hope that together we will establish sustainable rural life and development around the world. \r\n\t
",isbn:"978-1-80355-421-1",printIsbn:"978-1-80355-420-4",pdfIsbn:"978-1-80355-422-8",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!1,isSalesforceBook:!1,isNomenclature:!1,hash:"759ff88d0677241044b6c8037b924618",bookSignature:"Prof. Dr. Orhan Özçatalbaş",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/11253.jpg",keywords:"Theory, Approaches, Social Economic, Environment, Bioeconomy, Green Economy, Human Well-Being, Peace, Green Deal, Transformative Policies, Agriculture, Farmers",numberOfDownloads:610,numberOfWosCitations:0,numberOfCrossrefCitations:0,numberOfDimensionsCitations:0,numberOfTotalCitations:0,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"September 9th 2021",dateEndSecondStepPublish:"October 7th 2021",dateEndThirdStepPublish:"December 6th 2021",dateEndFourthStepPublish:"February 24th 2022",dateEndFifthStepPublish:"April 25th 2022",dateConfirmationOfParticipation:null,remainingDaysToSecondStep:"9 months",secondStepPassed:!0,areRegistrationsClosed:!0,currentStepOfPublishingProcess:5,editedByType:null,kuFlag:!1,biosketch:"Dr. Ozcatalbas studies rural development and extension, ICT, and energy policy. He has been a visiting scientist for Postdoc, at Leibniz Hannover University, Institute of Horticultural Economics. He is a member of the Turkish Agricultural Economics Association, and Association for International Agricultural and Extension Education, Society of Agricultural Economics, Scientific Committee Member of the Turkish Foundation for Combating Soil Erosion.",coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"170206",title:"Prof.",name:"Dr. Orhan",middleName:null,surname:"Özçatalbaş",slug:"dr.-orhan-ozcatalbas",fullName:"Dr. Orhan Özçatalbaş",profilePictureURL:"https://mts.intechopen.com/storage/users/170206/images/system/170206.png",biography:"Dr. Orhan Özçatalbaş graduated from Çukurova University Agricultural Faculty at Adana, Turkey in 1986 and completed his PhD in Agricultural Economics in the same institution in 1994. He joined to the Akdeniz University at Antalya in 1998 as an assistant professor of agricultural economics and promoted to professorship in 2011. Dr. Özçatalbas concentrated his work in the field of rural extension and development starting with his MSc and PhD studies, and ICT in agriculture, and rural tourism and development. He has been as a visitor scientist for Postdoc, in Leibniz Hannover University, Institute of Horticultural Economics (Institut für Gartenbau ökonomie), 1999-2000. Dr. Özçatalbaş’s research was focused on the information systems and rural development, and rural energy policy. Dr. Özçatalbaş is a member of the Turkish Agricultural Economics Association, and Association for International Agricultural and Extension Education, Society of Agricultural Economics, Scientific Committe Member of the Turkish Foundation for Combating Soil Erosion (TEMA). Dr Özçatalbaş is also an editor of the International Journal of Rural Tourism and Development (IRTAD, http://www.turizmvekalkinma.org/ ). He has around 100 papers in national and international journals, as well as 6 book chapters and 2 books. Within the scope of his professional project experience; such as project writing and management, project consultancy, project coordinator for rural development, agricultural policy, extension and organic marketing in national and international projects (TÜBİTAK, EU, FAO etc.).",institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"3",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"Akdeniz University",institutionURL:null,country:{name:"Turkey"}}}],coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"7",title:"Business, Management and Economics",slug:"business-management-and-economics"}],chapters:[{id:"81546",title:"A Framework for Facilitating Holistic Interventions for Building Community Resilience to Climate Change for Sustainable Community Development",slug:"a-framework-for-facilitating-holistic-interventions-for-building-community-resilience-to-climate-cha",totalDownloads:25,totalCrossrefCites:0,authors:[null]},{id:"81496",title:"Blending Climate Action and Rural Development in Africa’s Sahel",slug:"blending-climate-action-and-rural-development-in-africa-s-sahel",totalDownloads:30,totalCrossrefCites:0,authors:[null]},{id:"81642",title:"Sustainability of Soil Chemical Properties and Nutrient Relationships in Dairy and Beef Cattle in Antioquia, Colombia",slug:"sustainability-of-soil-chemical-properties-and-nutrient-relationships-in-dairy-and-beef-cattle-in-an",totalDownloads:13,totalCrossrefCites:0,authors:[null]},{id:"81770",title:"Role of Microcredit in Sustainable Rural Development",slug:"role-of-microcredit-in-sustainable-rural-development",totalDownloads:19,totalCrossrefCites:0,authors:[null]},{id:"80307",title:"The Linear and Nonlinear Relationship between Infrastructure and FDI in India",slug:"the-linear-and-nonlinear-relationship-between-infrastructure-and-fdi-in-india",totalDownloads:68,totalCrossrefCites:0,authors:[null]},{id:"80868",title:"Non-Timber Forest Products as an Alternative to Reduce Income Uncertainty in Rural Households",slug:"non-timber-forest-products-as-an-alternative-to-reduce-income-uncertainty-in-rural-households",totalDownloads:50,totalCrossrefCites:0,authors:[null]},{id:"80101",title:"Building New Rural Areas in Vietnam",slug:"building-new-rural-areas-in-vietnam",totalDownloads:82,totalCrossrefCites:0,authors:[null]},{id:"79989",title:"No Sustainability Without Planning for It: Scope and Dimensions for Sustainable Rural Planning in Zimbabwe",slug:"no-sustainability-without-planning-for-it-scope-and-dimensions-for-sustainable-rural-planning-in-zim",totalDownloads:84,totalCrossrefCites:0,authors:[null]},{id:"79911",title:"Biogas Generation from Co-Digestion Waste Systems: The Role of Water Hyacinth",slug:"biogas-generation-from-co-digestion-waste-systems-the-role-of-water-hyacinth",totalDownloads:134,totalCrossrefCites:0,authors:[null]},{id:"79897",title:"The Hambach Forest in the German Debate on Climate Protection: Is There a Symbolic Value beyond the Environmental Value?",slug:"the-hambach-forest-in-the-german-debate-on-climate-protection-is-there-a-symbolic-value-beyond-the-e",totalDownloads:105,totalCrossrefCites:0,authors:[null]}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},personalPublishingAssistant:{id:"347259",firstName:"Karmen",lastName:"Daleta",middleName:null,title:"Ms.",imageUrl:"//cdnintech.com/web/frontend/www/assets/author.svg",email:"karmen@intechopen.com",biography:null}},relatedBooks:[{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:"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:"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:"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:"314",title:"Regenerative Medicine and Tissue Engineering",subtitle:"Cells and Biomaterials",isOpenForSubmission:!1,hash:"bb67e80e480c86bb8315458012d65686",slug:"regenerative-medicine-and-tissue-engineering-cells-and-biomaterials",bookSignature:"Daniel Eberli",coverURL:"https://cdn.intechopen.com/books/images_new/314.jpg",editedByType:"Edited by",editors:[{id:"6495",title:"Dr.",name:"Daniel",surname:"Eberli",slug:"daniel-eberli",fullName:"Daniel Eberli"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"57",title:"Physics and Applications of Graphene",subtitle:"Experiments",isOpenForSubmission:!1,hash:"0e6622a71cf4f02f45bfdd5691e1189a",slug:"physics-and-applications-of-graphene-experiments",bookSignature:"Sergey Mikhailov",coverURL:"https://cdn.intechopen.com/books/images_new/57.jpg",editedByType:"Edited by",editors:[{id:"16042",title:"Dr.",name:"Sergey",surname:"Mikhailov",slug:"sergey-mikhailov",fullName:"Sergey Mikhailov"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1373",title:"Ionic Liquids",subtitle:"Applications and Perspectives",isOpenForSubmission:!1,hash:"5e9ae5ae9167cde4b344e499a792c41c",slug:"ionic-liquids-applications-and-perspectives",bookSignature:"Alexander Kokorin",coverURL:"https://cdn.intechopen.com/books/images_new/1373.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:"872",title:"Organic Pollutants Ten Years After the Stockholm Convention",subtitle:"Environmental and Analytical Update",isOpenForSubmission:!1,hash:"f01dc7077e1d23f3d8f5454985cafa0a",slug:"organic-pollutants-ten-years-after-the-stockholm-convention-environmental-and-analytical-update",bookSignature:"Tomasz Puzyn and Aleksandra Mostrag-Szlichtyng",coverURL:"https://cdn.intechopen.com/books/images_new/872.jpg",editedByType:"Edited by",editors:[{id:"84887",title:"Dr.",name:"Tomasz",surname:"Puzyn",slug:"tomasz-puzyn",fullName:"Tomasz Puzyn"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},chapter:{item:{type:"chapter",id:"6135",title:"Design of a Tactile Sensor for Robot Hands",doi:"10.5772/6626",slug:"design_of_a_tactile_sensor_for_robot_hands",body:null,keywords:null,chapterPDFUrl:"https://cdn.intechopen.com/pdfs/6135.pdf",chapterXML:null,downloadPdfUrl:"/chapter/pdf-download/6135",previewPdfUrl:"/chapter/pdf-preview/6135",totalDownloads:3926,totalViews:138,totalCrossrefCites:4,totalDimensionsCites:5,totalAltmetricsMentions:0,impactScore:2,impactScorePercentile:81,impactScoreQuartile:4,hasAltmetrics:0,dateSubmitted:null,dateReviewed:null,datePrePublished:null,datePublished:"December 1st 2008",dateFinished:null,readingETA:"0",abstract:null,reviewType:"peer-reviewed",bibtexUrl:"/chapter/bibtex/6135",risUrl:"/chapter/ris/6135",book:{id:"3374",slug:"sensors-focus-on-tactile-force-and-stress-sensors"},signatures:"Giorgio Cannata and Marco Maggiali",authors:null,sections:null,chapterReferences:null,footnotes:null,contributors:null,corrections:null},book:{id:"3374",type:"book",title:"Sensors",subtitle:"Focus on Tactile Force and Stress Sensors",fullTitle:"Sensors: Focus on Tactile Force and Stress Sensors",slug:"sensors-focus-on-tactile-force-and-stress-sensors",publishedDate:"December 1st 2008",bookSignature:"Jose Gerardo Rocha and Senentxu Lanceros-Mendez",coverURL:"https://cdn.intechopen.com/books/images_new/3374.jpg",licenceType:"CC BY-NC-SA 3.0",editedByType:"Edited by",isbn:null,printIsbn:"978-953-7619-31-2",pdfIsbn:"978-953-51-5728-1",reviewType:"peer-reviewed",numberOfWosCitations:73,isAvailableForWebshopOrdering:!0,editors:[{id:"131748",title:"Prof.",name:"Jose",middleName:null,surname:"Gerardo Rocha",slug:"jose-gerardo-rocha",fullName:"Jose Gerardo Rocha"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:{id:"131749",title:"Prof.",name:"Senentxu",middleName:null,surname:"Lanceros-Mendez",slug:"senentxu-lanceros-mendez",fullName:"Senentxu Lanceros-Mendez"},coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"1310"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},chapters:[{id:"6122",type:"chapter",title:"How Tactile Sensors Should Be?",slug:"how_tactile_sensors_should_be",totalDownloads:2555,totalCrossrefCites:0,signatures:"Satoshi Saga",reviewType:"peer-reviewed",authors:[null]},{id:"6123",type:"chapter",title:"Torque Sensors for Robot Joint Control",slug:"torque_sensors_for_robot_joint_control",totalDownloads:8511,totalCrossrefCites:5,signatures:"Dzmitry Tsetserukou and Susumu Tachi",reviewType:"peer-reviewed",authors:[null]},{id:"6124",type:"chapter",title:"CMOS Force Sensor with Scanning Signal Process Circuit for Vertical Probe Card",slug:"cmos_force_sensor_with_scanning_signal_process_circuit_for_vertical_probe_card",totalDownloads:3427,totalCrossrefCites:1,signatures:"Jung-Tang Huang, Kuo-Yu Lee and Ming-Chieh Chiu",reviewType:"peer-reviewed",authors:[null]},{id:"6125",type:"chapter",title:"Three-Dimensional Silicon Smart Tactile Imager Using Large Deformation of Swollen Diaphragm with Integrated Piezoresistor Pixel Circuits",slug:"three-dimensional_silicon_smart_tactile_imager_using_large_deformation_of_swollen_diaphragm_with_int",totalDownloads:2550,totalCrossrefCites:0,signatures:"Hidekuni Takao and Makoto Ishida",reviewType:"peer-reviewed",authors:[null]},{id:"6126",type:"chapter",title:"High-Sensitivity and High-Stiffness Force Sensor Using Strain-Deformation Expansion Mechanism",slug:"high-sensitivity_and_high-stiffness_force_sensor_using_strain-deformation_expansion_mechanism",totalDownloads:3301,totalCrossrefCites:0,signatures:"Yong Yu Takashi Chaen and Showzow Tsujio",reviewType:"peer-reviewed",authors:[null]},{id:"6127",type:"chapter",title:"High-Precision Three-Axis Force Sensor for Five-Fingered Haptic Interface",slug:"high-precision_three-axis_force_sensor_for_five-fingered_haptic_interface",totalDownloads:2464,totalCrossrefCites:0,signatures:"Takahiro Endo, Haruhisa Kawasaki, Kazumi Kouketsu and Tetsuya Mouri",reviewType:"peer-reviewed",authors:[null]},{id:"6128",type:"chapter",title:"Optical Three-Axis Tactile Sensor for Robotic Fingers",slug:"optical_three-axis_tactile_sensor_for_robotic_fingers",totalDownloads:3216,totalCrossrefCites:4,signatures:"Masahiro Ohka, Jumpei Takata, Hiroaki Kobayashi, Hirofumi Suzuki, Nobuyuki Morisawa and Hanafiah Bin Yussof",reviewType:"peer-reviewed",authors:[null]},{id:"6129",type:"chapter",title:"Measurement Principles of Optical Three-Axis Tactile Sensor and its Application to Robotic Fingers System",slug:"measurement_principles_of_optical_three-axis_tactile_sensor_and_its_application_to_robotic_fingers_s",totalDownloads:2350,totalCrossrefCites:0,signatures:"Hanafiah Yussof, Jumpei Takata and Masahiro Ohka",reviewType:"peer-reviewed",authors:[null]},{id:"6130",type:"chapter",title:"Three Dimensional Capacitive Force Sensor for Tactile Applications",slug:"three_dimensional_capacitive_force_sensor_for_tactile_applications",totalDownloads:3949,totalCrossrefCites:0,signatures:"Jose Gerardo Rocha and Senentxu Lanceros-Mendez",reviewType:"peer-reviewed",authors:[null]},{id:"6131",type:"chapter",title:"Study on Dynamic Characteristics of Six-Axis Wrist Force/Torque Sensor",slug:"study_on_dynamic_characteristics_of_six-axis_wrist_force_torque_sensor",totalDownloads:3088,totalCrossrefCites:1,signatures:"Ke-Jun Xu",reviewType:"peer-reviewed",authors:[null]},{id:"6132",type:"chapter",title:"Performance Analysis and Optimization of Sizable 6-Axis Force Sensor Based on Stewart Platform",slug:"performance_analysis_and_optimization_of_sizable_6-axis_force_sensor_based_on_stewart_platform",totalDownloads:2626,totalCrossrefCites:0,signatures:"Y. Z. Zhao, T. S. Zhao, L. H. Liu, H. Bian and N. Li",reviewType:"peer-reviewed",authors:[null]},{id:"6133",type:"chapter",title:"Grip Force and Slip Analysis in Robotic Grasp: New Stochastic Paradigm Through Sensor Data Fusion",slug:"grip_force_and_slip_analysis_in_robotic_grasp___new_stochastic_paradigm_through_sensor_data_fusion",totalDownloads:3669,totalCrossrefCites:0,signatures:"Debanik Roy",reviewType:"peer-reviewed",authors:[null]},{id:"6134",type:"chapter",title:"Development of Anthropomorphic Robot Hand with Tactile Sensor:SKKU Hand II",slug:"development_of_anthropomorphic_robot_hand_with_tactile_sensor_skku_hand_ii",totalDownloads:2872,totalCrossrefCites:0,signatures:"Byung June Choi, Jooyoung Chun and and Hyouk Ryeol Choi",reviewType:"peer-reviewed",authors:[null]},{id:"6135",type:"chapter",title:"Design of a Tactile Sensor for Robot Hands",slug:"design_of_a_tactile_sensor_for_robot_hands",totalDownloads:3926,totalCrossrefCites:4,signatures:"Giorgio Cannata and Marco Maggiali",reviewType:"peer-reviewed",authors:[null]},{id:"6136",type:"chapter",title:"Tactile Sensing for Robotic Applications",slug:"tactile_sensing_for_robotic_applications",totalDownloads:8793,totalCrossrefCites:5,signatures:"Ravinder S. Dahiya and Maurizio Valle",reviewType:"peer-reviewed",authors:[null]},{id:"6137",type:"chapter",title:"Fast and Accurate Tactile Sensor System for a Human-Interactive Robot",slug:"fast_and_accurate_tactile_sensor_system_for_a_human-interactive_robot",totalDownloads:2506,totalCrossrefCites:10,signatures:"Toshiharu Mukai, Shinya Hirano and Yo Kato",reviewType:"peer-reviewed",authors:[null]},{id:"6138",type:"chapter",title:"Development of a Humanoid with Distributed Multi-Axis Deformation Sense with Full-Body Soft Plastic Foam Cover as Flesh of a Robot",slug:"development_of_a_humanoid_with_distributed_multi-axis_deformation_sense_with_full-body_soft_plastic_",totalDownloads:2324,totalCrossrefCites:4,signatures:"Marika Hayashi, Tomoaki Yoshikai and Masayuki Inaba",reviewType:"peer-reviewed",authors:[null]},{id:"6139",type:"chapter",title:"Research and Preparation Method of Flexible Tactile Sensor Material",slug:"research_and_preparation_method_of_flexible_tactile_sensor_material",totalDownloads:3285,totalCrossrefCites:2,signatures:"Ying Huang, Min Wang, Huaili Qiu, Bei Xiang and Yugang Zhang",reviewType:"peer-reviewed",authors:[null]},{id:"6140",type:"chapter",title:"A Principle and Characteristics of a Flexible and Stretchable Tactile Sensor Based on Static Electricity",slug:"a_principle_and_characteristics_of_a_flexible_and_stretchable_tactile_sensor_based_on_static_electri",totalDownloads:2729,totalCrossrefCites:0,signatures:"Yasunori Tada, Masahiro Inoue, Toshimi Kawasaki, Yasushi Kawahito, Hiroshi Ishiguro and Katsuaki Suganuma",reviewType:"peer-reviewed",authors:[{id:"11981",title:"Prof.",name:"Hiroshi",middleName:null,surname:"Ishiguro",fullName:"Hiroshi Ishiguro",slug:"hiroshi-ishiguro"}]},{id:"6141",type:"chapter",title:'Design Considerations for Multimodal "Sensitive Skins" for Robotic Companions',slug:"design_considerations_for_multimodal_sensitive_skins_for_robotic_companions",totalDownloads:2332,totalCrossrefCites:0,signatures:"Walter Dan Stiehl",reviewType:"peer-reviewed",authors:[null]},{id:"6142",type:"chapter",title:"Compliant Tactile Sensors for High-Aspect-Ratio Form Metrology",slug:"compliant_tactile_sensors_for_high-aspect-ratio_form_metrology",totalDownloads:2278,totalCrossrefCites:3,signatures:"Erwin Peiner",reviewType:"peer-reviewed",authors:[null]},{id:"6143",type:"chapter",title:"Tactile Sensor Without Wire and Sensing Element in the Tactile Region Using New Rubber Material",slug:"tactile_sensor_without_wire_and_sensing_element_in_the_tactile_region_using_new_rubber_material",totalDownloads:2585,totalCrossrefCites:8,signatures:"Yo Kato and Toshiharu Mukai",reviewType:"peer-reviewed",authors:[null]},{id:"6144",type:"chapter",title:"Recognition of Contact State of Four Layers Arrayed Type Tactile Sensor by Using Neural Networks",slug:"recognition_of_contact_state_of_four_layers_arrayed_type_tactile_sensor_by_using_neural_networks",totalDownloads:1966,totalCrossrefCites:0,signatures:"Seiji Aoyagi",reviewType:"peer-reviewed",authors:[null]},{id:"6145",type:"chapter",title:"Tactile Information Processing for the Orientation Behaviour of Sand Scorpions",slug:"tactile_information_processing_for_the_orientation_behaviour_of_sand_scorpions",totalDownloads:2254,totalCrossrefCites:1,signatures:"DaeEun Kim",reviewType:"peer-reviewed",authors:[null]}]},relatedBooks:[{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"},chapters:[{id:"36273",title:"Introduction to Infrared Spectroscopy",slug:"introduction-to-infrared-spectroscopy",signatures:"Theophile Theophanides",authors:[{id:"37194",title:"Dr.",name:"Theophile",middleName:null,surname:"Theophanides",fullName:"Theophile Theophanides",slug:"theophile-theophanides"}]},{id:"36166",title:"Using Infrared Spectroscopy to Identify New Amorphous Phases - A Case Study of Carbonato Complex Formed by Mechanochemical Processing",slug:"using-infrared-spectroscopy-to-identify-new-amorphous-phases-a-case-study-of-carbonato-complexes-fo",signatures:"Tadej Rojac, Primož Šegedin and Marija Kosec",authors:[{id:"25116",title:"Prof.",name:"Marija",middleName:null,surname:"Kosec",fullName:"Marija Kosec",slug:"marija-kosec"},{id:"105876",title:"Dr.",name:"Tadej",middleName:null,surname:"Rojac",fullName:"Tadej Rojac",slug:"tadej-rojac"},{id:"111754",title:"Prof.",name:"Primoz",middleName:null,surname:"Segedin",fullName:"Primoz Segedin",slug:"primoz-segedin"}]},{id:"36167",title:"Application of Infrared Spectroscopy to Analysis of Chitosan/Clay Nanocomposites",slug:"application-of-infrared-spectroscopy-to-analysis-of-chitosan-clay-nanocomposites",signatures:"Suédina M.L. Silva, Carla R.C. Braga, Marcus V.L. Fook, Claudia M.O. Raposo, Laura H. Carvalho and Eduardo L. Canedo",authors:[{id:"104808",title:"Prof.",name:"Suedina Maria",middleName:"De Lima",surname:"Silva",fullName:"Suedina Maria Silva",slug:"suedina-maria-silva"},{id:"111910",title:"Prof.",name:"Carla",middleName:"Lima",surname:"R. C. Braga",fullName:"Carla R. C. Braga",slug:"carla-r.-c.-braga"},{id:"142933",title:"Prof.",name:"Marcus Vinícius",middleName:null,surname:"Lia Fook",fullName:"Marcus Vinícius Lia Fook",slug:"marcus-vinicius-lia-fook"},{id:"142934",title:"Prof.",name:"Claudia Maria",middleName:null,surname:"De Oliveira Raposo",fullName:"Claudia Maria De Oliveira Raposo",slug:"claudia-maria-de-oliveira-raposo"},{id:"142936",title:"Prof.",name:"Laura",middleName:null,surname:"Hecker De Carvalho",fullName:"Laura Hecker De Carvalho",slug:"laura-hecker-de-carvalho"},{id:"142939",title:"Dr.",name:"Eduardo Luis",middleName:null,surname:"Canedo",fullName:"Eduardo Luis Canedo",slug:"eduardo-luis-canedo"}]},{id:"36168",title:"Structural and Optical Behavior of Vanadate-Tellurate Glasses Containing PbO or Sm2O3",slug:"structural-and-optical-behavior-of-vanadate-tellurate-glasses",signatures:"E. Culea, S. Rada, M. Culea and M. Rada",authors:[{id:"114650",title:"Dr",name:"Eugen",middleName:null,surname:"Culea",fullName:"Eugen Culea",slug:"eugen-culea"},{id:"114653",title:"Dr.",name:"Simona",middleName:null,surname:"Rada",fullName:"Simona Rada",slug:"simona-rada"}]},{id:"36169",title:"Water in Rocks and Minerals - Species, Distributions, and Temperature Dependences",slug:"water-in-rocks-and-minerals-species-distributions-and-temperature-dependences",signatures:"Jun-ichi Fukuda",authors:[{id:"105384",title:"Dr.",name:"Jun-Ichi",middleName:null,surname:"Fukuda",fullName:"Jun-Ichi Fukuda",slug:"jun-ichi-fukuda"}]},{id:"36170",title:"Attenuated Total Reflection - Infrared Spectroscopy Applied to the Study of Mineral - Aqueous Electrolyte Solution Interfaces: A General Overview and a Case Study",slug:"attenuated-total-reflection-infrared-spectroscopy-applied-to-the-study-of-mineral-aqueous-el",signatures:"Grégory Lefèvre, Tajana Preočanin and Johannes Lützenkirchen",authors:[{id:"108416",title:"Dr.",name:"Johannes",middleName:null,surname:"Lützenkirchen",fullName:"Johannes Lützenkirchen",slug:"johannes-lutzenkirchen"},{id:"111675",title:"Dr.",name:"Gregory",middleName:null,surname:"Lefevre",fullName:"Gregory Lefevre",slug:"gregory-lefevre"},{id:"111676",title:"Prof.",name:"Tajana",middleName:null,surname:"Preocanin",fullName:"Tajana Preocanin",slug:"tajana-preocanin"}]},{id:"36171",title:"Research of Calcium Phosphates Using Fourier Transform Infrared Spectroscopy",slug:"research-of-calcium-phosphates-using-fourier-transformation-infrared-spectroscopy",signatures:"Liga Berzina-Cimdina and Natalija Borodajenko",authors:[{id:"110522",title:"Prof.",name:"Liga",middleName:null,surname:"Berzina-Cimdina",fullName:"Liga Berzina-Cimdina",slug:"liga-berzina-cimdina"},{id:"112181",title:"MSc.",name:"Natalija",middleName:null,surname:"Borodajenko",fullName:"Natalija Borodajenko",slug:"natalija-borodajenko"}]},{id:"36172",title:"FTIR Spectroscopy of Adsorbed Probe Molecules for Analyzing the Surface Properties of Supported Pt (Pd) Catalysts",slug:"ftir-spectroscopy-of-adsorbed-probe-molecules-for-analyzing-the-surface-properties-of-supported-pt-p",signatures:"Olga B. Belskaya, Irina G. Danilova, Maxim O. Kazakov, Roman M. Mironenko, Alexander V. Lavrenov and Vladimir A. Likholobov",authors:[{id:"107715",title:"Dr.",name:"Olga",middleName:null,surname:"Belskaya",fullName:"Olga Belskaya",slug:"olga-belskaya"},{id:"140198",title:"Dr.",name:"Irina",middleName:null,surname:"Danilova",fullName:"Irina Danilova",slug:"irina-danilova"},{id:"140200",title:"Dr.",name:"Maxim",middleName:null,surname:"Kazakov",fullName:"Maxim Kazakov",slug:"maxim-kazakov"},{id:"140202",title:"Mr.",name:"Roman",middleName:"Mikhailovich",surname:"Mironenko",fullName:"Roman Mironenko",slug:"roman-mironenko"},{id:"140203",title:"Dr.",name:"Alexander",middleName:null,surname:"Lavrenov",fullName:"Alexander Lavrenov",slug:"alexander-lavrenov"},{id:"140204",title:"Prof.",name:"Vladimir",middleName:null,surname:"Likholobov",fullName:"Vladimir Likholobov",slug:"vladimir-likholobov"}]},{id:"36173",title:"Hydrothermal Treatment of Hokkaido Peat - An Application of FTIR and 13C NMR Spectroscopy on Examining of Artificial Coalification Process and Development",slug:"hydrothermal-treatment-of-hokkaido-peat-an-application-of-ftir-and-13c-nmr-spectroscopy-on-examinin",signatures:"Anggoro Tri Mursito and Tsuyoshi Hirajima",authors:[{id:"104786",title:"Dr.",name:"Anggoro Tri",middleName:null,surname:"Mursito",fullName:"Anggoro Tri Mursito",slug:"anggoro-tri-mursito"},{id:"110978",title:"Prof.",name:"Tsuyoshi",middleName:null,surname:"Hirajima",fullName:"Tsuyoshi Hirajima",slug:"tsuyoshi-hirajima"}]},{id:"36174",title:"FTIR - An Essential Characterization Technique for Polymeric Materials",slug:"ftir-an-essential-characterization-technique-for-polymeric-materials",signatures:"Vladimir A. Escobar Barrios, José R. Rangel Méndez, Nancy V. Pérez Aguilar, Guillermo Andrade Espinosa and José L. Dávila Rodríguez",authors:[{id:"12709",title:"Dr.",name:"Jose Rene",middleName:null,surname:"Rangel-Mendez",fullName:"Jose Rene Rangel-Mendez",slug:"jose-rene-rangel-mendez"},{id:"12711",title:"Dr.",name:"Vladimir Alonso",middleName:null,surname:"Escobar Barrios",fullName:"Vladimir Alonso Escobar Barrios",slug:"vladimir-alonso-escobar-barrios"},{id:"112164",title:"Dr",name:"Guillermo",middleName:null,surname:"Andrade-Espinosa",fullName:"Guillermo Andrade-Espinosa",slug:"guillermo-andrade-espinosa"},{id:"112165",title:"Dr.",name:"José Luis",middleName:null,surname:"Dávila-Rodríguez",fullName:"José Luis Dávila-Rodríguez",slug:"jose-luis-davila-rodriguez"},{id:"112167",title:"Dr.",name:"Nancy Verónica",middleName:null,surname:"Pérez-Aguilar",fullName:"Nancy Verónica Pérez-Aguilar",slug:"nancy-veronica-perez-aguilar"}]},{id:"36175",title:"Preparation and Characterization of PVDF/PMMA/Graphene Polymer Blend Nanocomposites by Using ATR-FTIR Technique",slug:"preparation-and-characterization-of-pvdf-pmma-graphene-polymer-blend-nanocomposites-by-using-ft-ir-t",signatures:"Somayeh Mohamadi",authors:[{id:"108556",title:"Dr.",name:"Somayeh",middleName:null,surname:"Mohamadi",fullName:"Somayeh Mohamadi",slug:"somayeh-mohamadi"}]},{id:"36176",title:"Reflectance IR Spectroscopy",slug:"fundamental-of-reflectance-ir-spectroscopy",signatures:"Zahra Monsef Khoshhesab",authors:[{id:"111629",title:"Dr.",name:"Zahra",middleName:null,surname:"Monsef Khoshhesab",fullName:"Zahra Monsef Khoshhesab",slug:"zahra-monsef-khoshhesab"}]},{id:"36177",title:"Evaluation of Graft Copolymerization of Acrylic Monomers Onto Natural Polymers by Means Infrared Spectroscopy",slug:"evaluation-of-graft-copolymerization-of-acrylic-monomers-onto-natural-polymers-by-means-infrared-spe",signatures:"José Luis Rivera-Armenta, Cynthia Graciela Flores-Hernández, Ruth Zurisadai Del Angel-Aldana, Ana María Mendoza-Martínez, Carlos Velasco-Santos and Ana Laura Martínez-Hernández",authors:[{id:"37761",title:"Prof.",name:"Ana Laura",middleName:null,surname:"Martinez-Hernandez",fullName:"Ana Laura Martinez-Hernandez",slug:"ana-laura-martinez-hernandez"},{id:"107855",title:"Dr.",name:"Jose Luis",middleName:null,surname:"Rivera Armenta",fullName:"Jose Luis Rivera Armenta",slug:"jose-luis-rivera-armenta"},{id:"108894",title:"MSc.",name:"Cynthia Graciela",middleName:null,surname:"Flores-Hernández",fullName:"Cynthia Graciela Flores-Hernández",slug:"cynthia-graciela-flores-hernandez"},{id:"108896",title:"MSc.",name:"Ruth Zurisadai",middleName:null,surname:"Del Angel Aldana",fullName:"Ruth Zurisadai Del Angel Aldana",slug:"ruth-zurisadai-del-angel-aldana"},{id:"108898",title:"Dr.",name:"Carlos",middleName:null,surname:"Velasco-Santos",fullName:"Carlos Velasco-Santos",slug:"carlos-velasco-santos"},{id:"108905",title:"Dr.",name:"Ana Maria",middleName:null,surname:"Mendoza-Martínez",fullName:"Ana Maria Mendoza-Martínez",slug:"ana-maria-mendoza-martinez"}]},{id:"36178",title:"Applications of FTIR on Epoxy Resins - Identification, Monitoring the Curing Process, Phase Separation and Water Uptake",slug:"applications-of-ftir-on-epoxy-resins-identification-monitoring-the-curing-process-phase-separatio",signatures:"María González González, Juan Carlos Cabanelas and Juan Baselga",authors:[{id:"107857",title:"Prof.",name:"Juan",middleName:null,surname:"Baselga",fullName:"Juan Baselga",slug:"juan-baselga"},{id:"138113",title:"Dr.",name:"María",middleName:null,surname:"González",fullName:"María González",slug:"maria-gonzalez"},{id:"138114",title:"Dr.",name:"Juan C.",middleName:null,surname:"Cabanelas",fullName:"Juan C. Cabanelas",slug:"juan-c.-cabanelas"}]},{id:"36179",title:"Use of FTIR Analysis to Control the Self-Healing Functionality of Epoxy Resins",slug:"use-of-ft-ir-analysis-to-control-the-self-healing-functionality-of-epoxy-resins",signatures:"Liberata Guadagno and Marialuigia Raimondo",authors:[{id:"106836",title:"Prof.",name:"Liberata",middleName:null,surname:"Guadagno",fullName:"Liberata Guadagno",slug:"liberata-guadagno"}]},{id:"36180",title:"Infrared Analysis of Electrostatic Layer-By-Layer Polymer Membranes Having Characteristics of Heavy Metal Ion Desalination",slug:"infrared-analysis-of-electrostatic-layer-by-layer-polymer-membranes-having-characteristics-of-heavy",signatures:"Weimin Zhou, Huitan Fu and Takaomi Kobayashi",authors:[{id:"110384",title:"Dr.",name:"Takaomi",middleName:null,surname:"Kobayashi",fullName:"Takaomi Kobayashi",slug:"takaomi-kobayashi"}]},{id:"36181",title:"Infrared Spectroscopy as a Tool to Monitor Radiation Curing",slug:"infrared-spectroscopy-as-a-tool-to-monitor-radiation-curing",signatures:"Marco Sangermano, Patrick Meier and Spiros Tzavalas",authors:[{id:"112286",title:"Dr.",name:"Spiros",middleName:null,surname:"Tzavalas",fullName:"Spiros Tzavalas",slug:"spiros-tzavalas"},{id:"114382",title:"Prof.",name:"Marco",middleName:null,surname:"Sangermano",fullName:"Marco Sangermano",slug:"marco-sangermano"},{id:"114384",title:"Dr",name:"Patrick",middleName:null,surname:"Meier",fullName:"Patrick Meier",slug:"patrick-meier"}]},{id:"36182",title:"Characterization of Compositional Gradient Structure of Polymeric Materials by FTIR Technology",slug:"characterization-of-compositional-gradient-structure-of-polymeric-materials-by-ft-ir-technology",signatures:"Alata Hexig and Bayar Hexig",authors:[{id:"20867",title:"Dr.",name:"Bayar",middleName:null,surname:"Hexig",fullName:"Bayar Hexig",slug:"bayar-hexig"},{id:"111986",title:"Dr.",name:"Alata",middleName:null,surname:"Hexig",fullName:"Alata Hexig",slug:"alata-hexig"}]},{id:"36183",title:"Fourier Transform Infrared Spectroscopy - Useful Analytical Tool for Non-Destructive Analysis",slug:"fourier-trasform-infrared-spectroscopy-useful-analytical-tool-for-non-destructive-analysis",signatures:"Simona-Carmen Litescu, Eugenia D. Teodor, Georgiana-Ileana Truica, Andreia Tache and Gabriel-Lucian Radu",authors:[{id:"24425",title:"Dr.",name:"Simona Carmen",middleName:null,surname:"Litescu",fullName:"Simona Carmen Litescu",slug:"simona-carmen-litescu"},{id:"24429",title:"Prof.",name:"Gabriel-Lucian",middleName:null,surname:"Radu",fullName:"Gabriel-Lucian Radu",slug:"gabriel-lucian-radu"},{id:"108318",title:"Dr.",name:"Eugenia D.",middleName:null,surname:"Teodor",fullName:"Eugenia D. Teodor",slug:"eugenia-d.-teodor"},{id:"108323",title:"Dr.",name:"Georgiana-Ileana",middleName:null,surname:"Badea",fullName:"Georgiana-Ileana Badea",slug:"georgiana-ileana-badea"},{id:"136337",title:"Ms.",name:"Andreia",middleName:null,surname:"Tache",fullName:"Andreia Tache",slug:"andreia-tache"}]},{id:"36184",title:"Infrared Spectroscopy in the Analysis of Building and Construction Materials",slug:"infrared-spectroscopy-of-cementitious-materials",signatures:"Lucia Fernández-Carrasco, D. Torrens-Martín, L.M. Morales and Sagrario Martínez-Ramírez",authors:[{id:"107401",title:"Dr.",name:"Lucia J",middleName:null,surname:"Fernández",fullName:"Lucia J Fernández",slug:"lucia-j-fernandez"}]},{id:"36185",title:"Infrared Spectroscopy Techniques in the Characterization of SOFC Functional Ceramics",slug:"infrared-spectroscopy-techniques-in-the-characterization-of-sofc-functional-ceramics",signatures:"Daniel A. Macedo, Moisés R. Cesário, Graziele L. Souza, Beatriz Cela, Carlos A. Paskocimas, Antonio E. Martinelli, Dulce M. A. Melo and Rubens M. Nascimento",authors:[{id:"102015",title:"MSc.",name:"Daniel",middleName:null,surname:"Macedo",fullName:"Daniel Macedo",slug:"daniel-macedo"},{id:"112309",title:"MSc",name:"Moisés",middleName:"Romolos",surname:"Cesário",fullName:"Moisés Cesário",slug:"moises-cesario"},{id:"112310",title:"Ms.",name:"Graziele",middleName:null,surname:"Souza",fullName:"Graziele Souza",slug:"graziele-souza"},{id:"112311",title:"MSc.",name:"Beatriz",middleName:null,surname:"Cela",fullName:"Beatriz Cela",slug:"beatriz-cela"},{id:"112312",title:"Prof.",name:"Carlos",middleName:null,surname:"Paskocimas",fullName:"Carlos Paskocimas",slug:"carlos-paskocimas"},{id:"112314",title:"Prof.",name:"Antonio",middleName:null,surname:"Martinelli",fullName:"Antonio Martinelli",slug:"antonio-martinelli"},{id:"112315",title:"Prof.",name:"Dulce",middleName:null,surname:"Melo",fullName:"Dulce Melo",slug:"dulce-melo"},{id:"112316",title:"Dr.",name:"Rubens",middleName:"Maribondo Do",surname:"Nascimento",fullName:"Rubens Nascimento",slug:"rubens-nascimento"}]},{id:"36186",title:"Infrared Spectroscopy of Functionalized Magnetic Nanoparticles",slug:"infrared-spectroscopy-of-functionalized-magnetic-nanoparticles",signatures:"Perla E. García Casillas, Claudia A. Rodriguez Gonzalez and Carlos A. Martínez Pérez",authors:[{id:"104636",title:"Dr.",name:"Perla E.",middleName:null,surname:"García Casillas",fullName:"Perla E. García Casillas",slug:"perla-e.-garcia-casillas"},{id:"112440",title:"Dr.",name:"Carlos A.",middleName:null,surname:"Martínez Pérez",fullName:"Carlos A. Martínez Pérez",slug:"carlos-a.-martinez-perez"},{id:"112441",title:"Dr.",name:"Claudia A.",middleName:null,surname:"Rodriguez Gonzalez",fullName:"Claudia A. Rodriguez Gonzalez",slug:"claudia-a.-rodriguez-gonzalez"}]},{id:"36187",title:"Determination of Adsorption Characteristics of Volatile Organic Compounds Using Gas Phase FTIR Spectroscopy Flow Analysis",slug:"determination-of-adsorption-characteristics-of-volatile-organic-compounds-using-gas-phase-ftir-spect",signatures:"Tarik Chafik",authors:[{id:"107310",title:"Prof.",name:"Tarik",middleName:null,surname:"Chafik",fullName:"Tarik Chafik",slug:"tarik-chafik"}]},{id:"36188",title:"Identification of Rocket Motor Characteristics from Infrared Emission Spectra",slug:"identification-of-rocket-motor-characteristics-from-infrared-emission-spectra",signatures:"N. Hamp, J.H. Knoetze, C. Aldrich and C. Marais",authors:[{id:"112229",title:"Prof.",name:"Chris",middleName:null,surname:"Aldrich",fullName:"Chris Aldrich",slug:"chris-aldrich"},{id:"112232",title:"Prof.",name:"Hansie",middleName:null,surname:"Knoetze",fullName:"Hansie Knoetze",slug:"hansie-knoetze"},{id:"135327",title:"Ms.",name:"Corne",middleName:null,surname:"Marais",fullName:"Corne Marais",slug:"corne-marais"}]},{id:"36189",title:"Optical Technologies for Determination of Pesticide Residue",slug:"optical-technology-for-determination-of-pesticide-residue",signatures:"Yankun Peng, Yongyu Li and Jingjing Chen",authors:[{id:"113343",title:"Prof.",name:"Yankun",middleName:null,surname:"Peng",fullName:"Yankun Peng",slug:"yankun-peng"},{id:"116636",title:"Dr.",name:"Yongyu",middleName:null,surname:"Li",fullName:"Yongyu Li",slug:"yongyu-li"},{id:"116637",title:"Dr.",name:"Jingjing",middleName:null,surname:"Chen",fullName:"Jingjing Chen",slug:"jingjing-chen"}]},{id:"36190",title:"High Resolution Far Infrared Spectra of the Semiconductor Alloys Obtained Using the Synchrotron Radiation as Source",slug:"high-resolution-spectra-of-semiconductor-s-alloys-obtained-using-the-far-infrared-synchrotron-radi",signatures:"E.M. Sheregii",authors:[{id:"102655",title:"Prof.",name:"Eugen",middleName:null,surname:"Sheregii",fullName:"Eugen Sheregii",slug:"eugen-sheregii"}]},{id:"36191",title:"Effective Reaction Monitoring of Intermediates by ATR-IR Spectroscopy Utilizing Fibre Optic Probes",slug:"effective-reaction-monitoring-of-intermediates-by-atr-ir-spectroscopy-utilizing-fibre-optic-probes",signatures:"Daniel Lumpi and Christian Braunshier",authors:[{id:"109019",title:"Dr.",name:"Christian",middleName:null,surname:"Braunshier",fullName:"Christian Braunshier",slug:"christian-braunshier"},{id:"111798",title:"MSc.",name:"Daniel",middleName:null,surname:"Lumpi",fullName:"Daniel Lumpi",slug:"daniel-lumpi"}]}]}],publishedBooks:[{type:"book",id:"3374",title:"Sensors",subtitle:"Focus on Tactile Force and Stress Sensors",isOpenForSubmission:!1,hash:"03f260a82b677e115e473794a6aab432",slug:"sensors-focus-on-tactile-force-and-stress-sensors",bookSignature:"Jose Gerardo Rocha and Senentxu Lanceros-Mendez",coverURL:"https://cdn.intechopen.com/books/images_new/3374.jpg",editedByType:"Edited by",editors:[{id:"131748",title:"Prof.",name:"Jose",surname:"Gerardo Rocha",slug:"jose-gerardo-rocha",fullName:"Jose Gerardo Rocha"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],publishedBooksByAuthor:[]},onlineFirst:{chapter:{type:"chapter",id:"74227",title:"Multivariate Real Time Series Data Using Six Unsupervised Machine Learning Algorithms",doi:"10.5772/intechopen.94944",slug:"multivariate-real-time-series-data-using-six-unsupervised-machine-learning-algorithms",body:'
1. Introduction
Today, the industry is changing by what experts call the “Fourth Industrial Revolution”, also called Industry 4.0. This change is strongly associated with the integration between physical and digital systems through, for example, installing sensors. The integration of these environments allows the collection of a large amount of acquired data in different fields such as: industrial processes, meteorological monitoring stations, stock exchanges etc. This amount of both collected and stored data enables faster and more directed information exchange [1].
In many fields, it is essential for the process to identify unusual patterns that can be generated by unpredictable or unwanted behavior. These behaviors may be due to some problem that may be occurring in the related process, for example, in an industrial environment companies can use machine monitoring data to identify malfunction operating due its abnormal behaviors. This fact, when it is not detected in time, can generate false data and lead experts to misinterpret the operating condition of the machine. Another example would be a credit card operator who can monitor each user’s transaction to look for unusual behavior that could point to fraudulent transactions. These unwanted and abnormal behaviors are often called interest patterns and can be extracted from data due a variety of reasons, all presenting a certain level of relevance to the analyst. It is important that this analysis takes into account any changes in the behavior of the parameter to identify opportunities to improve, prevent or correct any situation [2].
The detection of interest/anomaly patterns is usually carried out by specialists which comprises the dynamics of the system under analysis. However, it is often not feasible to analyze and label them due to the large volumes of data generated. Thus, there is a limitation regarding the ability of specialists to process a large amount of data, requiring many hours of work that, in general, are involved in other activities and do not have the time necessary for this relevant activity. Thereby, there is a great need to automate the process of identifying hidden interest patterns in time series data [3].
Unsupervised machine learning (ML) has been research hotspot in intelligence artificial (IA) field to extract useful features from unlabeled raw data. Instead of selecting features by a human operator, the unsupervised learning is quite intelligent and independent of specific knowledge of processing techniques and field expertise in a data-driven way. Thus, there is no escape from the requirement of labeled data to train classifiers at the phase of diagnosis problems, but it is hard to label a mass of collected data before the determination of interest patterns [4].
In an industrial environment, data collection is often carried out through multiple sensors due the possibility of a more robust representation of the phenomena involved, as example, the monitoring of industrial assets is carried out through both acquisition of vibration and temperature data of the machine. Another example is the monitoring of meteorological conditions, which generally collect data on wind speed, air humidity and ambient temperature. However, multivariate data presents a greater challenge for the application of Machine Learning (ML) algorithms, as they must be able to recognize patterns and predict behaviors in a greater amount of data and attributes to be correlated [5].
Anomaly detection algorithms seek for patterns in data that do not conform to an expected behavior. Anomaly detection is essential in industrial applications to optimize economic performance and minimize safety risks. The advent of system health monitoring methods was realized to preserve system functionality within harsh operational environments. Hence, to develop an anomaly detection model based on multi-sensor signals, three major challenges must be faced [6]:
online multi-sensor signals are often available in the form of complex, multivariate time series, as different sensors measure various aspects of data over fairly long periods of time, and since there is a large amount of heterogeneous data, it can become impractical to human specialists to label anomalies or unknown events within the data;
especially in industrial applications, it is likely to have extremely imbalanced datasets, since far more data is obtained during normal operations rather than abnormal;
the dataset may contain uncertainties and spurious data, especially when it involves manually recorded data.
One way to mitigate these problems is to perform some type of anomaly detection technique, which are usually computationally intensive algorithms, and then flag unusual patterns for further inspection by human specialists [3]. Other way of dealing with it are based on supervised machine learning anomaly detection algorithms, which require a training dataset that contains a set of instances of anomalies, and a set of instances of non-anomalous (or normal) data, at least. From the training data, the algorithm learns a model that distinguishes between the normal and the anomalous patterns. Such supervised learning algorithms typically require tens or hundreds of thousands of labeled samples to obtain good quality performance. Nevertheless, as stated before, the scarce availability of labeled data poses a challenge to the usage and application of supervised learning techniques for anomaly detection in multivariate time series data.
Hence, unsupervised learning algorithms step up as a viable and feasible alternative to tackle this challenging problem. Since they are designed to deal with unlabeled data, they are able to learn and identify interesting patterns from the data’s own internal structure, meaning that they can be used to point out anomalous patterns when the labels are unknown. Thus, unsupervised machine learning models are essential to solve the addressed challenges [7].
Several works proposed the development and application of unsupervised ML algorithms over the past years to detect anomalous patterns in time series datasets, which are based on major approaches that are summarized in Table 1. A detailed description and evaluation of each of these approaches is beyond the scope of this chapter.
Algorithm
Description
K-means
It is used to divide a group of data points into hard clusters. It assumes a balanced cluster size, the joint distribution of features with equal variance, and independent features with similar cluster density. Determining the optimal K can be difficult, but for small values, it is computationally fast and efficient. In addition, it is important to choose the most appropriated distance or similarity function, since it is one of the key aspects used to determine whose cluster a certain data point belongs to.
Gaussian mixture model
It uses a Gaussian distribution-based parametric model to identify the underlying populations. These can be explained by a normal distribution in the midst of many heterogeneous populations. However, in many practical situations, the data distribution may not have any explicit clusters. As a result, each point can be assigned with different weights or probabilities to soft clusters.
Random forest
It operates by constructing a multitude of decision trees at training time and outputting the class that is either the mode of the classes (classification) or the mean prediction (regression) of the individual trees. Random forest can learn arbitrary relationships between the features and the outcome, even non-monotonic relationships.
k-NN
It assigns data points according to the majority of its nearest neighbors to find anomalous data points by measuring the local deviation. A choice needs to be made on the value of K, i.e. the number of neighbors, to avoid overfitting/underfitting issues.
DBSCAN
It recognizes the clusters as dense regions having some coincidence that is diverse from the other sparse region. The algorithm may use a reduced number of points and a distance measure to merge the data points that are similar to each other. Moreover, DBSCAN requires two parameters to operate, which are the epsilon (eps) and the minimum points (minpoints). Eps determines the smallest distance existing between two points in a cluster, while minpoints defines the least number of points required to form a dense region [8].
PCA
Principal Component Analysis (PCA) based anomaly detection techniques are able extract the main features of a certain dataset without losing its ability to represent the original data, then using these features to analyze which constitute a normal class and applies distance metrics to identify cases that represent anomalies. This allows to train a model using existing imbalanced data.
Autoencoders
It is a neural network that attempts to reconstruct its input. Similarly to PCA, it can serve as a form of extract main features to produce a compressed representation of its input at the encoder. This representation can be mapped to its original form using a decoder. Anomaly detection uses the reconstruction error to measure how well the decoder is performing.
Table 1.
Unsupervised ML approaches found in literature for anomaly detection in time-series.
Most of the works based on unsupervised ML algorithms employs clustering techniques, which are either distance-based [10] or density-based [11]. On the one hand, the advantages of clustering methods are that they are simple, robust, and easy to program. However, the problem is the need to define the parameters related to the data observations beforehand such as defining a similarity function or the number of clusters that should exist in the data, and that becomes the responsibility of the designer to determine how these parameters should be used, even if the data has a random structure [9]. The work [12] proposed the K-means to automate diagnosis of defective rolling bearing. To overcome the sensitivity of choosing the initial clusters number, the initial centers were selected using features extracted from simulated signals. However, K-means depends mainly on distance calculation between all data points and the centers, therefore, the cost of the computational time will be higher for big data.
To reduce the time cost of K-means, [13] proposed a Fast K-means algorithm based on two stage. The first stage is a fast distance calculation using only a small fraction of the data to originate the best possible location of the centers. The second stage is a slow distance calculation in which the initial centers are taken from the first stage. Besides that, the K-means is optimized through grid search method that is efficient when the number of parameters is small.
Aiming to prove the reduction quality of the dataset, [14] demonstrated the superiority of the autoencoder in the feature dimensional reduction comparing with the PCA method. The reduced feature set obtained from the PCA method revealed overlaps of classes and features that are scattered on the large space, while the autoencoder represented the superior ability in the clear and concentrated distribution.
The work [15] presented a similar comparative study to evaluate the performance of the autoencoder to the original feature set, PCA reduction and real-valued negative selection. The dimensional reduction of the autoencoder, once again, have performed a highly improved anomaly detection compared to the others. Moreover, PCA space transformation requires complete knowledge about normal and faulty data classes.
Two methods for feature selection were proposed by [15]. The first one is based on k-NN for clustering using feature similarity influence, and the second one is the pretraining using sparse autoencoders. The classification performance obtained by the k-NN algorithm is comparable to the result obtained from the autoencoder (slightly lower in accuracy). The criterion for choosing the “k” parameter is based on the combinations that frequently appear in the subsets reduced by the technique itself. In other words, the criterion adopted is purely empirical.
Furthermore, even though several unsupervised techniques have been proposed in literature, their performance depends a lot on the data and application they are being used in. This indicates that most of these methods have little systematic advantages over the other when compared across many other datasets.
In this context, this chapter discuss the level of accuracy and reliability of six unsupervised ML algorithms for pattern recognition and anomaly detection with no need of labeled data. Two real cases were applied for performance evaluation of the algorithms abilities to detect the interest patterns in the multivariate time series data. The real cases were: (i) meteorological data from a hurricane season and (ii) monitoring data from dynamic machinery for predictive maintenance purposes.
2. Unsupervised ML algorithms
This section will review the concept and application of six unsupervised ML algorithms for anomaly/pattern detection applied in this research. It is important to inform that among the six algorithms described in this chapter, only the methods in Sections 2.1 and 2.3 has its intrinsic characteristic to perform a multivariate analysis, while the other algorithms are only able to perform a univariate analysis. Therefore, a univariate performance evaluation is computed in each dimension of the data to then calculate an average performance, except algorithms in 2.1 and 2.3 sections.
2.1 C-AMDATS
The Cluster-based Algorithm for Anomaly Detection in Time Series Using Mahalanobis Distance (C-AMDATS) is a clustering ML unsupervised algorithm. The model has only two hyperparameters that user can manipulate: (i) Initial Cluster Size (ICS) and Clustering Factor (CF). First the ICS clusters the observed sequences of time series data A, where each cluster may represent a behavior status. After the initial clustering, a new and better clustering in the dataset is remade according to the data points distribution over timeline. This ability is due to the usage of the Mahalanobis distance in the algorithm. In general, clustering techniques use the Euclidean distance function, which makes the clustering assumes the geometric shape of a circle, then it does not consider the variance of each dimension or feature of the dataset. However, there are situations in which the variance between each dimension (or feature) is different. Conversely, by using the covariance matrix, the Mahalanobis distance can detect the variance of each dimension. Eq. (1) presents the Mahalanobis distance formula.
dmx,μ=x−μTS−1x−μE1
Where: dmx,μ is the Mahalanobis distance between a specific point in the time series and its respective centroid; x = (x1, x2, …, xn)T is a specific variable in the time series data, where n is the number of variables; μ = (μ1, μ2, …, μn)T is a certain cluster centroid; and S is the covariance matrix relative to that cluster.
After the new clustering through the Mahalanobis distance, the algorithm calculates the similarity of each cluster in the time series A to find the respective hidden patterns P. This similarity is calculated using the standard deviation σy of the actual values of the A samples, the Y coordinate of each centroid and the CF. If the modulus of the difference between the y coordinate of the centroids of two cluster is less than or equal to the product of CF and σy, then these clusters can be merged, meaning that they will represent the same pattern P. This task is carried out until every cluster have been analyzed.
The last step of C-AMDATS is to calculate the probability of the pattern P to be an anomaly R. The Anomaly Score measures the anomaly R for each pattern P (found in the previous step). The score is calculated by the ratio of the size of the entire time series to the sum of the sizes of the clusters present in P. The anomaly score assesses the degree of relevance of P in terms of anomaly detection. Then, all set P is ordered by R in descending order, and the anomalous patterns will be those with the highest anomaly score values. The higher the anomaly score value for a pattern P, the greater probability is of being an anomaly behavior in A [2]. Eq. (2) presents the Anomaly Score formula.
AnomalyScorePi=TPiE2
Where AnomalyScorePi is the anomaly score of the pattern Pi, |Pi| is the size of the pattern Pi, and |T| is the size of the time series T.
2.2 Luminol Bitmap
Bitmap is an available unsupervised learning algorithm in Luminol library for anomaly detection or time series correlation. The background of Bitmap algorithm is based on the idea of time series bitmaps. The logic of the algorithm is to make a feature extraction of the raw time series data - by converting them into a Symbolic Aggregate Approximation (SAX) representation - and use it to compute the information about the relative frequency of its features to color a bitmap in a principled way. SAX allows a dimensionality reduction of the raw time series C of arbitrary length n to a string arbitrary length w (w < n, typically w < < n) by a vector C¯. It transforms the data into a Piecewise Aggregate Approximations (PAA) representation to symbolize it into a discrete string [16]. Eq. (3) presents the calculation of the ith element of C¯:
C¯i=wn∑j=nwi−1+1nwiCjE3
After transformed a time series dataset into PAA, the algorithm applies a further transformation to obtain a discrete representation with equiprobability [16]. The conversion of the time series into a SAX words is made by a slider window (also called feature window). Bitmap algorithm use two concatenated slider windows together across the sequence, the latter one is called lead window, showing how far to look ahead for anomalous patterns and the former one is called lag window, whose size represents how much memory of the past to remember it.
In summary, the algorithm approach is to convert both feature windows into SAX representation, then count the frequencies of SAX subwords at the desired level and get the corresponding bitmaps. The distance between the two bitmaps is measured and reported as an anomaly score at each time instance, and the bitmaps are drawn to visualize the similarities and differences between the two windows. The user must choose the length of the feature windows N and the number n of equal sized sections in which to divide N [3].
2.3 SAX-REPEAT
SAX-REPEAT algorithm is an approach that relies on extending the original SAX implementation to handle multivariable data. The algorithm takes as input a set of K multivariable time series Xi of lengths Ti, and dimensionality D, that represent different instances of the raw data to be learned. The user can set the parameters of the final string length N and an alphabet size M.
The algorithm applies SAX to each dimension of the data separately, and then combine the output string by assigning each possible combination of symbols, resulting in D strings to a unique identifier. This leads to a string of length N, but an extended alphabet of length MD. So, to maintain the requirement of the final string to be an alphabet of symbols M (parameter set by the user), the algorithm clusters the resulting characters into M clusters through K-means method and replace each character with the centroid of its cluster [17].
Although SAX-REPEAT can recognize interesting patterns, the original algorithm does not calculate the probability of the patterns being anomalous. Thereby, this work implemented an anomaly score for each found cluster (pattern). As C-AMDATS algorithm, the score is computed by the ratio between the size of the entire time series and the sum of the sizes of each cluster. Therefore, each cluster is sorted according to the respective anomaly score in descending order, and the anomalous patterns will be those with the highest anomaly score values.
2.4 k-NN
The k-Nearest Neighbors (k-NN) algorithm is one of the most popular method to solve both classification and regression problems. However, in this study, we will use it only for classification problem as unsupervised learning.
The algorithm assumes that similar data points exist in proximity, i.e, they are near to each other. The algorithms capture the idea of the similarity (also known as distance, proximity, or closeness), calculating the distance between points on a graph. Distance calculation is usually done by Euclidean distance, but it can be calculated using other distance functions. The Euclidean distance between the points P = (p1, p2,…,pn) e Q = (q1, q2,…,qn), in a n-dimensional Euclidean space, it is defined in Eq. (4):
depq=∑i=1npi−qi2E4
Where, p = (p1, p2, …, pn) and q = (q1, q2, …, qn) are two points in Euclidean n-space.
The k-NN algorithm depends on two parameters, a metric used to compute the distance between two points (in this case Euclidean function), and a value k of the number of neighbors to consider. When k is underestimated, the algorithm can overfit, i.e. it will classify just based on the closest neighbors instead of learning separating frontier between classes, but if k is overestimated, the algorithm will underfit, in the limit if k = n, the algorithm will consider every point belongs to the class that has more samples [18, 19].
2.5 Bootstrap
Bootstrap algorithm uses the computational power to estimate almost any summary statistics, such as the confidence interval, mean, or standard error. The method depends on the notion of a bootstrap sample B, which is a resampling of size n drawn to replace the original dataset Z = (Z1, Z2, …, Zn). The bootstrap sample is represented Z∗=Z1∗,Z2∗,…,Zn∗. Each Zi∗ is one of the original Z values randomly selected, the selection probability for each Z value is equipollent, for example: Z∗=Z7,Z2∗=Z5,Z3∗=Z9,Z4∗=Z7, etc. Note that the same original value can appear zero, one or more times, in the example, Z7 appeared twice, i.e, the selection of Z value is not exclusive. The name Bootstrap concern to the use of the original dataset to generate new datasets Z∗. The idea is to generate a larger number of Bootstrap sample B of each size n using a random number device to perform the algorithm training. The number of bootstrap repeats defines the variance of the estimate, i.e, higher the number is, better is the variance, but in contrast, the computational cost increases with the increasement of the B number [20, 21].
In this sense, we are interested in calculating a confidence interval using Bootstrap, which is performed by requesting the statistics stored during the training and selecting values in the chosen percentile for the confidence interval. The chosen percentile is denoted as δ (Alpha or Significance Level). Eq. (5) defined the calculation to estimate the distribution of δ* for each Bootstrap sample.
δ∗=x¯∗−x¯E5
Where: x¯∗ is the mean of an empirical bootstrap sample and x¯ is the mean of the original data.
Therefore, the confidence interval for a Significance Level of 0.05 is defined by Eq. (6).
Confidenceinterval=x¯−δ.05∗,x¯−δ.95∗E6
Where, x¯ is the mean of the original data, δ.05∗ is significance level at the 5th percentile, and δ.95∗ is significance level at the 95th percentile.
So, in order to obtain a very accurate estimate of δ.05∗ and δ.95∗, it is important to generate a large number of bootstrap samples.
2.6 RRCF
Robust Random Cut Forest (RRCF) algorithm is an ensemble technique for detecting outliers. The idea is based on an isolation forest algorithm that uses an ensemble of trees. In graph theory, trees are collections of vertices and edges where any two vertices are only connected by one edge, it is an ordered way of storing numerical data.
In this view, the algorithm takes a set of random data points, cuts them to the same number of points and creates trees. The algorithm starts by constructing a tree of n vertices, then it creates more trees of the same size, which in turn creates the forest. The user can choose the number of trees and the number of data point of each tree has, which is randomly sampled from the dataset. After the construction of the forest, the algorithm injects a new data point p into the trees to follow the cuts and to compute the average depth of the point across a collection of trees. The point is labeled an anomaly if the score overtake a threshold, which corresponds to the average depth across the trees [22].
3. Comparative analysis between the algorithms
This section will discuss the details of the datasets, the algorithm parameters settings, the evaluations performance method, and a comparative analysis between the algorithms.
In order to summarize the advantages and limitations of each algorithm, Table 2 shows advantage and limitations of the ML algorithms.
The advantages and limitations of each algorithm will be discussed throughout the development of this chapter.
3.1 Characterization of case studies
This chapter brings two sets of real data, which were collected for the purpose of detecting anomalies in multivariate time series. The databases applied in this study will be detailed in the next sections.
3.1.1 Case study 01 - meteocean data in hurricane season
The chosen set is a public meteocean data available online in the National Data Buoy Center of the National Oceanic and Atmospheric Administration’s (NOAA). The dataset was collected in the Atlantic Ocean off the Bahamas coast (23,838 N; 68,333 W). The data were structured in hourly frequency and it begins in June 2012 until November 2012 (213 days and 22 hours), comprising 15,315 data points. This period corresponds to the hurricane season in the Ocean Atlantic, which that year was especially active with 19 tropical cyclones (winds above 52 km/h), which 10 cyclones became hurricanes (winds above 64 km/h).
Hurricanes can be detected by several meteorological variables that consequently are directly impacted. In this case study, the following analysis variables were considered: (a) significant wave height (WVHT); (b) sea level pressure (PRES); and (c) wind speed (WSPD). Within the period of the dataset, three hurricanes transited through the Bahamas coast region: (i) Isaac; (ii) Rafael and (iii) Sandy.
Isaac had his first alert issued on August 21 by the National Hurricane Center. Several islands in the Lesser Antilles have been placed under hurricane surveillance or tropical storm warnings. Isaac was tracked between Guadalupe and Dominica on August 22, it passed over Haiti and Cuba with a strong tropical storm force. On August 26, the Isaac approaches Florida Keys and the next day entered the eastern Gulf of Mexico causing several economic impacts in the USA. There was a gradual intensification and Isaac reached its peak intensity as a category 1 hurricane, with sustained 1-minute winds of 80 mph (130 km/h) [23].
Hurricane Rafael produced minor damage in the northeastern Caribbean Sea in mid-October 2012. The first alert was issued to Bermuda on October 14, but was canceled on October 17 when the hurricane passed northeast of the island. On October 16, Rafael reached his peak intensity with maximum sustained winds of 90 mph (150 km/h). Rafael intensified in a category 1 hurricane [24].
Hurricane Sandy was the deadliest and most destructive, as well as the strongest, hurricane of the 2012 Atlantic hurricane season. Inflicting nearly $70 billion USD in damage, Sandy was a Category 3 storm at its peak intensity when it made landfall in Cuba. On October 24, Sandy became a hurricane reaching the coast near Kingston and Jamaica. On October 25, it hit his peak intensity in Cuba. On October 31, Sandy was already off the coast of Maine in the United States of America [25].
The Figure 1 illustrates the period of hurricanes Isaac, Rafael and Sandy in the multivariate time series data.
Figure 1.
Visualization of three variables in the same time domain (a) significant wave height, (b) sea level pressure and (c) wind speed. Color boxes represent hurricanes Isaac, Rafael and Sandy. Source: produced by the authors.
In Figure 1, it is possible to visualize a behavior similarity between the three hurricanes. During the passage of the hurricanes, the variables WVHT and WSPD presented upward spikes, but on the other hands, PRESS presented downward spikes.
It is worth noting that the period of hurricanes in the Figure 1 represents the time of its trajectory on the coast of Bahamas, and not its life span throughout its trajectory in the Atlantic Ocean.
3.1.2 Case study 02: monitoring data from dynamic machinery
The public dataset provided by the KNIME was acquired from 28 sensors installed in a dynamic machine. The sensors were installed to collect eight mechanical components parts (1st column of Table 3). The data starts on January 1st of 2007 and goes until April 20th of 2009 (838 days), comprising 16,660 data points.
ML algorithms
Advantage
Limitations
C-AMDATS
Multivariate approach
Easy to parameterize
Considers the variances of each dimension
Take more CPU time due to the need to compute the inverse of the covariance matrix for each cluster
Sensitive to noisy data, missing values and outliers
Luminol Bitmap
Quick calculation time
Runs well on big data
Not too sensitive to parameter choices
Univariate approach
SAX-REPEAT
SAX Multivariate approach
Hard to parameterize
Slow calculation time due the k-means clustering
Sensitive to missing values and outliers
k-NN
Quick calculation time
Easy to implement
Variety of distance criteria can be chosen
Does not work well with large dataset
Does not work well with high dimensions
Sensitive to noisy data, missing values and outliers
Univariate approach
Bootstrap
Quick calculation time
Does not require large sample size
Can be computationally expensive depending on the bootstrap sample number
Univariate approach
RRCF
Different dimensions are treated independently
Designed to run in a streaming data
Univariate approach
Can be computationally expensive depending on the number of trees
Sensitive to noisy data, missing values
Table 2.
Advantage and limitations of the unsupervised ML algorithms.
Sensor Group
Sensor Description
A1
Input shaft vertical
A2
Second shaft horizontal upper bearing
A3
Third shaft horizontal lower bearing
A4
Internal gear 275 degrees
A5
Internal gear 190.5 degree
A6
Input shaft bearing 150
A7
Input shaft bearing 151
M1
Torque kNm
Table 3.
The eight parts of the rotor monitored through groups of sensors.
The dataset was composed of 28 time series from 28 sensors. The signals were pre-processed with Fast Fourier Transform (FFT). The Table 3 shows the groups and description of the sensors.
Each sensor group had at least 3 collections with different frequency bands, except the torque variable (M1), which had only one collection.
Signs of rotor malfunction could be traced back to March 6, 2008. The breakdown event happened on July 21, 2008. The break was visible only to some sensors, especially with low frequency bands.
For a cleaner and clearer view, Figure 2 illustrates the multivariate time series only for sensors that detected the malfunction zone of the dynamic machine. Therefore, of total of 28 sensors, 18 were chosen to illustrate the multivariate time series. The machinery malfunction was detected in all sensor groups, except for the M1.
Figure 2.
Multivariate time series of 18 sensors that detected the malfunction zone of the machine.
In Figure 2, it is possible to verify a behavior change in the multiple sensors inside the malfunction zone (begging of March until the end of July). The Figure 2 also illustrates two alarms in the beginning of 2007 triggered by the KNIME system. However, these two alarms can be considered as pre-mature, as the history of the machinery continued to run normally over one year. Another detail is that, afterwards the breakdown and rotor replacement, the signals were recorded much cleaner.
3.2 Parameterization of the ML algorithms
The parameters of unsupervised ML algorithms were settings to achieve the best possible performance to find the patterns of interest. The parameterization requires several attempts of success and error to achieve the best possible result. SAX-REPEAT was the most difficult method of setting the parameters due the high sensitivity of the variables. Whereas the Luminol Bitmap revealed not too sensitive to parameter choices, where the Bitmap Detector Score demonstrated the most determinant parameter for the algorithm. The Bootstrap showed a similar result for iterations above 200 and confidence level above 95%. C-AMDATS, RRCF and k-NN are easy algorithms to set the parameter due the small number they have. As an example of experiment case 2, it was necessary to run SAX-REPEAT with 76 different combinations of parameters to identify the best configuration, k-NN was necessary to run 21 times, C-AMDATS 20 times, RRCF 11 times, Luminol 12 times, and Bootstrap 10 times.
The Table 4 summarizes the parameter settings of the presented algorithms for the two real cases applied in this chapter.
Parameter setting of the Unsupervised ML algorithms. CF: Cluster Factor - ICS: Initial Cluster Size - PAA: Piecewise Aggregate Approximations - k: Neighbors number.
All ML algorithms in this paper were implemented in Python 3.6 programming language and executed on a high performance computing named AIRIS (Artificial Intelligence RSB Integrates System) at the Supercomputing Center for Industrial Innovation at SENAI CIMATEC. The AIRIS processor model is the Intel(R) Xeon(R) Gold 6148 CPU @ 2.40GHz and has 376 GB RAM memory.
3.3 Case study experiment 01 - meteocean data in hurricane season
All monitoring variables at the meteocean data were processed in ML algorithms using the settings presented in the Table 4. The results were compared to the period of hurricanes life as shows in Figure 1. The hurricanes behaviors are more visually clear through the WVHT variable. Thereby, for the better understanding of the reader, we only illustrated the ML results in the WVHT variable, even though was made a multivariate analyzed. Figure 3 shows the detection of the six algorithms.
Figure 3.
Results of the unsupervised algorithms of Case 1. (a): C-AMDATS, (b): Luminol Bitmap, (c): SAX-REPEAT, (d): K-NN, (e): Bootstrap, and (f): RRCF.
In Figure 3, the C-AMDATS algorithm detected three distinct behavior patterns in the multivariate time series. Patterns 0 and 1 had the highest anomaly score and are well situated in hurricanes regions, so these patterns where considered as anomaly behavior. However, pattern 1 also appear in November and December, which had no records of hurricane or tropical depression or tropical storm in the Bahamas cost, revealing to be a false positive signal. The Luminol bitmap and RRCF algorithms failed to isolate the patterns of interest. Luminol demonstrated a little sensitivity for detecting anomalies in this experiment, because it was possible to verify a few data points detected as anomaly. SAX-REPEAT returned 6 distinct patterns, which patterns 4 and 5 were the top 2 of the anomaly score. These two patterns are precisely in the regions of interest, however, it is possible to verify these patterns also in other regions, also indicating false positive signals. Bootstrap and k-NN had similar results, both algorithms detected spikes caused by hurricanes, but with many false positives, especially Bootstrap.
Therefore, it is possible to ascertain that the algorithms with the best performance in detecting the patterns of interest in case 01 were C-AMDATS and SAX-REPEAT. But a quantitative analysis will still be performed.
3.4 Case study experiment 02 - monitoring data from dynamic machinery
Analogous to the experiment performed in case 1, the experiment case 2 brings the results of the patterns and anomalies detection of unsupervised learning algorithms in the KNIME dataset.
All 28-monitoring data were processed using the settings in Table 4. The results were compared to the period of malfunction of the machine as show in Figure 2.
The machine malfunction is more visually clear through the sensor 1. Therefore, Figure 4 only illustrated the results of Sensor 1, although the analysis was performed in a multivariable way.
Figure 4.
Results of the unsupervised algorithms of Case 2. (A): C-AMDATS, (B): Luminol Bitmap, (C): SAX-REPEAT, (D): K-NN, (E) Bootstrap, and (F): RRCF.
In Figure 4, the C-AMDATS algorithm detected three distinct behavior patterns in the multivariate time series. Patterns 0 had the highest anomaly score and is well situated in the interest region, so this pattern was assumed to be anomalous. Luminol and RRCf again failed to isolate the fault, both algorithms had many false positives and false negatives. SAX-REPEAT detected 15 different patterns, which is not desired as it makes difficult for the specialist to analyze many patterns. Nevertheless, patterns 0 and 4 had the lowest punctuation in the anomaly score ranking, so these patterns were assumed to be normal and the others as anomaly. The k-NN and Bootstrap methods also demonstrated a good performance in isolating the period of interest, with few false positives and false negatives.
Therefore, the algorithms were able to isolate the anomalous region well in case 02, with exception of Luminol Bitmap and RRCF.
3.5 Performance evaluation
The performance evaluation of the algorithms - in their ability to identify the same anomalous patterns - was performed through the calculation of seven metrics: accuracy (ACC), precision (PR), recall (REC), specificity (SP), F1-score (F1), area under the curve (AUC) of receiver operating characteristics (AUC-ROC), and AUC of precision and recall curve (AUC-PRC).
However, the performance evaluation would not be properly fair, as the Luminol, k-NN, Bootstrap and RCCF algorithms made the analysis univariably (different from C-AMDATS and SAX-REPEAT). Thereby, in an attempt to obtain a more appropriate analysis, the threshold metrics was calculated for all proposed variables and then extracted an average evaluation, except C-AMDATS and SAX-REPEAT.
All the evaluation metrics are calculated by comparing the real data points (classified by experts) with the predicted data points (predicted by ML algorithms). So, the ACC reveals the correct prediction in a general approach, but it may hide the error rate of the model, that is why it is prudent to measure the performance jointly with other metrics. PR indicates the true positive value compared to the false negative. REC reveals out the true positive value with the false positive. Both metrics (PR and REC) reveal the model’s ability to predict positive values, but with different perspectives. SP demonstrated the capacity of the model to predict the true negative over false positives perspective. The F1 is a harmonic average between REC and PR. AUC-ROC is the area under the curve on the true positive (REC) and false positive (1- SP) rates. The AUC-PRC is the area below the curve between PR and REC. AUC-PRC is an important metric for assessing unbalanced datasets, being a great advantage over the others, since in the vast majority of cases, especially real data, have a higher volume of normal than abnormal data.
The seven performance assessment metrics for all proposed variables of case 1 and case 2 experiments are listed in the Table 5.
ML Algorithms
Metrics
Case #1
Case #2
Average
C-AMDATS
ACC
96%
96%
96%
PR
90%
98%
94%
REC
80%
89%
85%
SP
80%
89%
85%
F1
84%
92%
88%
AUC-ROC
81%
89%
85%
AUC-PRC
76%
88%
82%
Luminol Bitmap
ACC
86%
72%
79%
PR
55%
58%
57%
REC
55%
61%
58%
SP
55%
61%
58%
F1
55%
58%
57%
AUC-ROC
56%
61%
58%
AUC-PRC
52%
56%
54%
SAX-REPEAT
ACC
86%
89%
88%
PR
66%
82%
74%
REC
92%
90%
91%
SP
92%
90%
91%
F1
70%
85%
78%
AUC-ROC
92%
90%
91%
AUC-PRC
66%
79%
73%
k-NN
ACC
94%
86%
90%
PR
80%
81%
80%
REC
67%
68%
67%
SP
67%
68%
67%
F1
69%
71%
70%
AUC-ROC
66%
68%
67%
AUC-PRC
61%
67%
64%
Bootstrap
ACC
79%
85%
82%
PR
59%
72%
65%
REC
73%
75%
74%
SP
73%
75%
74%
F1
59%
73%
66%
AUC-ROC
73%
75%
74%
AUC-PRC
56%
70%
63%
RRCF
ACC
80%
66%
73%
PR
55%
44%
50%
REC
55%
45%
50%
SP
55%
45%
50%
F1
54%
44%
49%
AUC-ROC
55%
45%
50%
AUC-PRC
53%
49%
51%
Table 5.
Performance Evaluation of unsupervised ML algorithms to detect interesting/anomalous patterns in multivariate time series data.
The performance evaluation presented in the Table 5 revealed that the C-AMDATS was the one that stood out amongst the other algorithms. C-AMDATS was superior in ACC, PR, AUC-PRC and F1 metrics against SAX-REPEAT, which was the second algorithm that stood out. Nevertheless, it is relevant to note that C-AMDATS was 10% superiority in AUC-PRC of SAX-REPEAT. Then, in decreasing order of algorithm position in the performance evaluation would be: (i) C-AMDATS, (ii) SAX-REPEAT, (iii) k-NN, (iv) Bootstrap, (v) Luminol and (vi) RRCF. Both algorithms that have a multivariate analysis intrinsically were superior. However, more case studies must be carried out to affirm the superiority of the algorithms studied here.
Therefore, the results presented in this study strengthens the idea that unsupervised machine learning algorithms can assist the data annotation and labeling process. This approach can optimize much of the specialists’ time and leverage the supervised AI models.
4. Conclusions and future work recommendations
This work demonstrated the effectiveness of a multivariate analysis using six different unsupervised ML algorithms for time series. To verify the performance of the unsupervised ML algorithms to detect interesting/anomalous patterns in real time series data, the six algorithms were applied in two different real cases: (i) meteocean data in hurricane season and (ii) monitoring data from dynamic industrial machinery. The experimental results showed that clustering methods as C-AMDATS have higher capacity to recognize and isolate the anomaly region, revealing the ability to assist experts to label raw data with unsupervised ML algorithms with great performance.
Future works include the extension of this analysis to more real cases aiming to develop a broader analysis, as well as an extensive study and investigation of approaches of semi-supervised learning to train deep learning algorithms to predict and classify unknown data in different dataset.
Acknowledgments
The authors thank the NOAA and KNIME for providing to the scientific community publics datasets, leveraging researches and technology development. The authors also thank the research group CS2i and the Reference Center for Artificial Intelligence at SENAI CIMATEC.
\n',keywords:"unsupervised learning, pattern recognition, multivariate time series, machine learning, anomaly detection",chapterPDFUrl:"https://cdn.intechopen.com/pdfs/74227.pdf",chapterXML:"https://mts.intechopen.com/source/xml/74227.xml",downloadPdfUrl:"/chapter/pdf-download/74227",previewPdfUrl:"/chapter/pdf-preview/74227",totalDownloads:574,totalViews:0,totalCrossrefCites:1,dateSubmitted:"September 21st 2020",dateReviewed:"November 7th 2020",datePrePublished:"November 27th 2020",datePublished:"May 18th 2022",dateFinished:"November 27th 2020",readingETA:"0",abstract:"The development of artificial intelligence (AI) algorithms for classification purpose of undesirable events has gained notoriety in the industrial world. Nevertheless, for AI algorithm training is necessary to have labeled data to identify the normal and anomalous operating conditions of the system. However, labeled data is scarce or nonexistent, as it requires a herculean effort to the specialists of labeling them. Thus, this chapter provides a comparison performance of six unsupervised Machine Learning (ML) algorithms to pattern recognition in multivariate time series data. The algorithms can identify patterns to assist in semiautomatic way the data annotating process for, subsequentially, leverage the training of AI supervised models. To verify the performance of the unsupervised ML algorithms to detect interest/anomaly pattern in real time series data, six algorithms were applied in following two identical cases (i) meteorological data from a hurricane season and (ii) monitoring data from dynamic machinery for predictive maintenance purposes. The performance evaluation was investigated with seven threshold indicators: accuracy, precision, recall, specificity, F1-Score, AUC-ROC and AUC-PRC. The results suggest that algorithms with multivariate approach can be successfully applied in the detection of anomalies in multivariate time series data.",reviewType:"peer-reviewed",bibtexUrl:"/chapter/bibtex/74227",risUrl:"/chapter/ris/74227",signatures:"Ilan Figueirêdo, Lílian Lefol Nani Guarieiro and Erick Giovani Sperandio Nascimento",book:{id:"10654",type:"book",title:"Brain-Computer Interface",subtitle:null,fullTitle:"Brain-Computer Interface",slug:"brain-computer-interface",publishedDate:"May 18th 2022",bookSignature:"Vahid Asadpour",coverURL:"https://cdn.intechopen.com/books/images_new/10654.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",isbn:"978-1-83962-529-9",printIsbn:"978-1-83962-522-0",pdfIsbn:"978-1-83962-530-5",isAvailableForWebshopOrdering:!0,editors:[{id:"165328",title:"Dr.",name:"Vahid",middleName:null,surname:"Asadpour",slug:"vahid-asadpour",fullName:"Vahid Asadpour"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}},authors:[{id:"310576",title:"Prof.",name:"Erick Giovani",middleName:null,surname:"Sperandio Nascimento",fullName:"Erick Giovani Sperandio Nascimento",slug:"erick-giovani-sperandio-nascimento",email:"ericksperandio@gmail.com",position:null,profilePictureURL:"https://intech-files.s3.amazonaws.com/0033Y00002pDKxDQAW/ProfilePicture%202022-06-20%2019%3A57%3A24.788",institution:null},{id:"326617",title:"MSc.",name:"Ilan",middleName:null,surname:"Figueirêdo",fullName:"Ilan Figueirêdo",slug:"ilan-figueiredo",email:"ilan.figueiredo@gmail.com",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",institution:null},{id:"332093",title:"Prof.",name:"Lilian",middleName:null,surname:"Lefol Nani Guarieiro",fullName:"Lilian Lefol Nani Guarieiro",slug:"lilian-lefol-nani-guarieiro",email:"lilian.guarieiro@fieb.org.br",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",institution:null}],sections:[{id:"sec_1",title:"1. Introduction",level:"1"},{id:"sec_2",title:"2. Unsupervised ML algorithms",level:"1"},{id:"sec_2_2",title:"2.1 C-AMDATS",level:"2"},{id:"sec_3_2",title:"2.2 Luminol Bitmap",level:"2"},{id:"sec_4_2",title:"2.3 SAX-REPEAT",level:"2"},{id:"sec_5_2",title:"2.4 k-NN",level:"2"},{id:"sec_6_2",title:"2.5 Bootstrap",level:"2"},{id:"sec_7_2",title:"2.6 RRCF",level:"2"},{id:"sec_9",title:"3. Comparative analysis between the algorithms",level:"1"},{id:"sec_9_2",title:"3.1 Characterization of case studies",level:"2"},{id:"sec_9_3",title:"3.1.1 Case study 01 - meteocean data in hurricane season",level:"3"},{id:"sec_10_3",title:"Table 2.",level:"3"},{id:"sec_12_2",title:"3.2 Parameterization of the ML algorithms",level:"2"},{id:"sec_13_2",title:"3.3 Case study experiment 01 - meteocean data in hurricane season",level:"2"},{id:"sec_14_2",title:"3.4 Case study experiment 02 - monitoring data from dynamic machinery",level:"2"},{id:"sec_15_2",title:"3.5 Performance evaluation",level:"2"},{id:"sec_17",title:"4. Conclusions and future work recommendations",level:"1"},{id:"sec_18",title:"Acknowledgments",level:"1"}],chapterReferences:[{id:"B1",body:'Rodner E, Barz B, Guanche Y, Flach M, Mahecha M, Bodesheim P, et al. Maximally Divergent Intervals for Anomaly Detection. In: ICML Workshop on Anomaly Detection [Internet]. New York, NY, USA; 2016. Available from: http://arxiv.org/abs/1610.06761%0A'},{id:"B2",body:'Sperandio Nascimento EG, Tavares O, De Souza A. A Cluster-based Algorithm for Anomaly Detection in Time Series Using Mahalanobis Distance. In: ICAI’2015 - International Conference on Artificial Intelligence [Internet]. Las Vegas, Nevada, USA: ICAI’15 - The 17th International Conference on Artificial Intelligence; 2015. p. 622-8. Available from: https://www.researchgate.net/publication/282330724_A_Cluster-based_Algorithm_for_Anomaly_Detection_in_Time_Series_Using_Mahalanobis_Distance'},{id:"B3",body:'Wei L, Kumar N, Lolla VN, Keogh EJ, Lonardi S, Ratanamahatana C (Ann). Assumption-Free Anomaly Detection in Time Series. In: 17th International Conference on Scientific and Statistical Database Management, SSDBM [Internet]. Berkeley, CA, USA; 2005. p. 237-42. Available from: https://pdfs.semanticscholar.org/909b/8226968d41f76cc14d0eef2d365572e7a37b.pdf?_ga=2.68813208.804195361.1594613685-826585445.1591805583'},{id:"B4",body:'Liu H, Zhou J, Xu Y, Zheng Y, Peng X, Jiang W. Unsupervised fault diagnosis of rolling bearings using a deep neural network based on generative adversarial networks. Neurocomputing [Internet]. 2018 Nov;315:412-24. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0925231218308695'},{id:"B5",body:'Figueiredo IS, Guarieiro LLN, Santos AAB, Nascimento EGS. Algoritmo de aprendizagem de máquina não supervisionado para detecção de anomalias em séries temporais multivariadas aplicadas a temporadas de furacões. In: V Seminário de Avaliação de Pesquisa Científica e Tecnológica [Internet]. Salvador, Bahia: SENAI CIMATEC; 2020. p. 3. Available from: https://www.researchgate.net/publication/343252454_ALGORITMO_DE_APRENDIZAGEM_DE_MAQUINA_NAO_SUPERVISIONADO_PARA_DETECCAO_DE_ANOMALIAS_EM_SERIES_TEMPORAIS_MULTIVARIADAS_APLICADAS_A_TEMPORADAS_DE_FURACOES'},{id:"B6",body:'Kim M, Ou E, Loh P-L, Allen T, Agasie R, Liu K. RNN-Based online anomaly detection in nuclear reactors for highly imbalanced datasets with uncertainty. Nucl Eng Des [Internet]. 2020 Aug;364(April):110699. Available from: https://doi.org/10.1016/j.nucengdes.2020.110699'},{id:"B7",body:'Schwabacher M, Oza N, Matthews B. Unsupervised Anomaly Detection for Liquid-Fueled Rocket Propulsion Health Monitoring. J Aerosp Comput Information, Commun [Internet]. 2009 Jul;6(7):464-82. Available from: https://arc.aiaa.org/doi/10.2514/1.42783'},{id:"B8",body:'Elavarasan D, Vincent DR, Sharma V, Zomaya AY, Srinivasan K. Forecasting yield by integrating agrarian factors and machine learning models: A survey. Comput Electron Agric [Internet]. 2018;155(October):257-82. Available from: https://doi.org/10.1016/j.compag.2018.10.024'},{id:"B9",body:'Khan S, Liew CF, Yairi T, McWilliam R. Unsupervised anomaly detection in unmanned aerial vehicles. Applied Soft Computing [Internet]. 2019 Oct;83:105650. Available from: https://doi.org/10.1016/j.asoc.2019.105650'},{id:"B10",body:'Ward CP, Weston PF, Stewart EJC, Li H, Goodall RM, Roberts C, et al. Condition monitoring opportunities using vehicle-based sensors. In: Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit. 2011'},{id:"B11",body:'Yin S, Ding SX, Xie X, Luo H. A review on basic data-driven approaches for industrial process monitoring. IEEE Transactions on Industrial Electronics. 2014'},{id:"B12",body:'Yiakopoulos CT, Gryllias KC, Antoniadis IA. Rolling element bearing fault detection in industrial environments based on a K-means clustering approach. Expert Systems with Applications [Internet]. 2011 Mar;38(3):2888-911. Available from: http://dx.doi.org/10.1016/j.eswa.2010.08.083'},{id:"B13",body:'Wang X-B, Zhang X, Li Z, Wu J. Ensemble extreme learning machines for compound-fault diagnosis of rotating machinery. Knowledge-Based Syst [Internet]. 2019; Available from: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85071672820&doi=10.1016%2Fj.knosys.2019.105012&partnerID=40&md5=a47687f0f999c07d4b3a5a2ed5a8eb2b'},{id:"B14",body:'Nguyen VH, Cheng JS, Yu Y, Thai VT. An architecture of deep learning network based on ensemble empirical mode decomposition in precise identification of bearing vibration signal. Journal of Mechanical Science and Technology 2019;33(1):41-50'},{id:"B15",body:'Abid A, Khan MT, Khan MS. Multidomain Features-Based GA Optimized Artificial Immune System for Bearing Fault Detection. IEEE Trans Syst Man, Cybern Syst [Internet]. 2020 Jan;50(1):348-59. Available from: https://ieeexplore.ieee.org/document/8031077/'},{id:"B16",body:'Lin J, Keogh E, Lonardi S, Chiu B. A symbolic representation of time series, with implications for streaming algorithms. In: Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery - DMKD ‘03 [Internet]. New York, New York, USA: ACM Press; 2003. p. 2-11. Available from: http://portal.acm.org/citation.cfm?doid=882082.882086'},{id:"B17",body:'Mohammad Y, Nishida T. Robust learning from demonstrations using multidimensional SAX. In: 14th International Conference on Control, Automation and Systems (ICCAS) [Internet]. Gyeonggi: IEEE; 2014. p. 64-71. Available from: http://ieeexplore.ieee.org/document/6987960/'},{id:"B18",body:'Cover T, Hart P. Nearest neighbor pattern classification. IEEE Trans Inf Theory [Internet]. 1967 Jan;13(1):21-7. Available from: http://ieeexplore.ieee.org/document/1053964/'},{id:"B19",body:'Gou J, Ma H, Ou W, Zeng S, Rao Y, Yang H. A generalized mean distance-based k-nearest neighbor classifier. Expert Syst Appl [Internet]. 2019 Jan;115:356-72. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0957417418305293'},{id:"B20",body:'Efron B. Bootstrap Methods: Another Look at the Jackknife. In: Breakthroughs in Statistics [Internet]. 1992. p. 569-93. Available from: http://link.springer.com/10.1007/978-1-4612-4380-9_41'},{id:"B21",body:'Efron B, Rogosa D, Tibshirani R. Resampling Methods of Estimation. In: Wright JD, editor. International Encyclopedia of the Social & Behavioral Sciences [Internet]. Second Edi. Oxford: Elsevier; 2015. p. 492-5. Available from: http://www.sciencedirect.com/science/article/pii/B9780080970868421653'},{id:"B22",body:'Guha S, Mishra N, Roy G, Schrijvers O. Robust random cut forest based anomaly detection on streams. In: 33rd International Conference on Machine Learning, ICML 2016 [Internet]. 2016. p. 3987-99. Available from: http://proceedings.mlr.press/v48/guha16.pdf'},{id:"B23",body:'National Hurricane Center Administration. Tropical Depression Nine Public Advisory One [Internet]. NINTH DEPRESSION OF THE SEASON FORMS EAST OF THE LESSER ANTILLES. Miami; 2012. Available from: https://www.nhc.noaa.gov/archive/2012/al09/al092012.public.001.shtml'},{id:"B24",body:'Avila L. Hurricane Rafael Tropical Cyclone Report [Internet]. Miami; 2013. Available from: http://www.nhc.noaa.gov/data/tcr/AL172012_Rafael.pdf'},{id:"B25",body:'Blake ES, Kimberlain TB, Berg RJ, Cangia, Losi JP, Beven II JL. Tropical cyclone report Hurricane Sandy [Internet]. National Weather Service, National Hurricane Center. Miami; 2013. Available from: https://www.nhc.noaa.gov/data/tcr/AL182012_Sandy.pdf'}],footnotes:[],contributors:[{corresp:null,contributorFullName:"Ilan Figueirêdo",address:null,affiliation:'
'}],corrections:null},book:{id:"10654",type:"book",title:"Brain-Computer Interface",subtitle:null,fullTitle:"Brain-Computer Interface",slug:"brain-computer-interface",publishedDate:"May 18th 2022",bookSignature:"Vahid Asadpour",coverURL:"https://cdn.intechopen.com/books/images_new/10654.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",isbn:"978-1-83962-529-9",printIsbn:"978-1-83962-522-0",pdfIsbn:"978-1-83962-530-5",isAvailableForWebshopOrdering:!0,editors:[{id:"165328",title:"Dr.",name:"Vahid",middleName:null,surname:"Asadpour",slug:"vahid-asadpour",fullName:"Vahid Asadpour"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}}},profile:{item:{id:"106448",title:"Dr.",name:"Robert",middleName:"S",surname:"Laramee",email:"r.s.laramee@swansea.ac.uk",fullName:"Robert Laramee",slug:"robert-laramee",position:null,biography:"Robert S. Laramee received a bachelors degree in physics, cum laude, from the University of Massachusetts, Amherst (ZooMass). He received a masters degree in computer science from the University of New Hampshire, Durham. He was awarded a PhD from the Vienna University of Technology (Gruess Gott TUWien), Austria at the Institute of Computer Graphics and Algorithms in 2005. From 2001 to 2006 he was a researcher at the VRVis Research Center (www.vrvis.at) and a software engineer at AVL (www.avl.com) in the department of Advanced Simulation Technologies. Currently he is an Associate Professor at the Swansea University (Prifysgol Cymru Abertawe), Wales in the Department of Computer Science (Adran Gwyddor Cyfrifiadur). His research interests are in the areas of scientific visualization, information visualization, and visual analytics. He has published more than 100 peer-reviewed papers in scientific journals and conferences.",institutionString:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",totalCites:0,totalChapterViews:"0",outsideEditionCount:0,totalAuthoredChapters:"3",totalEditedBooks:"0",personalWebsiteURL:null,twitterURL:null,linkedinURL:null,institution:{name:"Swansea University",institutionURL:null,country:{name:"United Kingdom"}}},booksEdited:[],chaptersAuthored:[{id:"34471",title:"Design and Implementation of Interactive Flow Visualization Techniques",slug:"design-and-implementation-of-interactive-flow-visualization-techniques",abstract:null,signatures:"Tony McLoughlin and Robert Laramee",authors:[{id:"106448",title:"Dr.",name:"Robert",surname:"Laramee",fullName:"Robert Laramee",slug:"robert-laramee",email:"r.s.laramee@swansea.ac.uk"},{id:"106485",title:"Dr.",name:"Tony",surname:"McLoughlin",fullName:"Tony McLoughlin",slug:"tony-mcloughlin",email:"cstony@swansea.ac.uk"}],book:{id:"1969",title:"Computer Graphics",slug:"computer-graphics",productType:{id:"1",title:"Edited Volume"}}},{id:"64459",title:"From Data Chaos to the Visualization Cosmos",slug:"from-data-chaos-to-the-visualization-cosmos",abstract:"Data visualization is a general term that describes any effort to help people enhance their understanding of data by placing it in a visual context. We present a ubiquitous pattern of knowledge evolution that the collective digital society is experiencing. It starts with a challenge or goal in the real world. When implementing a real-world solution, we often run into barriers. Creating a digital solution to an analogue problem create massive amounts of data. Visualization is a key technology to extract meaning from large data sets.",signatures:"Chao Tong and Robert S. Laramee",authors:[{id:"106448",title:"Dr.",name:"Robert",surname:"Laramee",fullName:"Robert Laramee",slug:"robert-laramee",email:"r.s.laramee@swansea.ac.uk"},{id:"269787",title:"Ph.D.",name:"Chao",surname:"Tong",fullName:"Chao Tong",slug:"chao-tong",email:"tcjohn2046@gmail.com"}],book:{id:"7435",title:"Computer Graphics and Imaging",slug:"computer-graphics-and-imaging",productType:{id:"1",title:"Edited Volume"}}},{id:"64645",title:"Topological Visualisation Techniques for Volume Multifield Data",slug:"topological-visualisation-techniques-for-volume-multifield-data",abstract:"This survey paper provides an overview of topological visualisation techniques for scalar data sets. Topological algorithms are used to reduce scalar fields to a skeleton by mapping critical changes in the topology to the vertices of graph structures. These can be visualised using graph drawing techniques or used as a method of seeding meshes of distinct objects existing in the data. Many techniques are discussed in detail, beginning with a review of algorithms working on scalar fields defined with a single variable, and then generalised to multivariate and temporal data. The survey is completed with a discussion of methods of presenting data in higher dimensions.",signatures:"Dean P. Thomas, Rita Borgo, Robert S. Laramee and Simon J. Hands",authors:[{id:"106448",title:"Dr.",name:"Robert",surname:"Laramee",fullName:"Robert Laramee",slug:"robert-laramee",email:"r.s.laramee@swansea.ac.uk"},{id:"270478",title:"Dr.",name:"Dean",surname:"Thomas",fullName:"Dean Thomas",slug:"dean-thomas",email:"798295@swansea.ac.uk"},{id:"270624",title:"Dr.",name:"Rita",surname:"Borgo",fullName:"Rita Borgo",slug:"rita-borgo",email:"rita.borgo@kcl.ac.uk"},{id:"270626",title:"Prof.",name:"Simon",surname:"Hands",fullName:"Simon Hands",slug:"simon-hands",email:"s.j.hands@swansea.ac.uk"}],book:{id:"7435",title:"Computer Graphics and Imaging",slug:"computer-graphics-and-imaging",productType:{id:"1",title:"Edited Volume"}}}],collaborators:[{id:"102590",title:"Prof.",name:"Nobuhiko",surname:"Mukai",slug:"nobuhiko-mukai",fullName:"Nobuhiko Mukai",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/102590/images/system/102590.jpg",biography:"Nobuhiko Mukai is a professor of Graduate School of Integrative Science and Engineering, Tokyo City University. He received his B.E., M.E., and Ph.D degrees from Osaka University in 1983, 1985, and 2001 respectively. He also received his M.E. from Cornell University in 1997. He started to work at Mitsubishi Electric Corporation and changed to work as an associate professor at Musashi Institute of Technology in 2002. He is currently a professor of Tokyo City University from 2007. His research interests are computer graphics and image processing.",institutionString:null,institution:{name:"Tokyo City University",institutionURL:null,country:{name:"Japan"}}},{id:"104973",title:"Dr.",name:"Hamzah Asyrani",surname:"Sulaiman",slug:"hamzah-asyrani-sulaiman",fullName:"Hamzah Asyrani Sulaiman",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/104973/images/210_n.jpg",biography:"His research expertise currently on computer graphics and visualization where it covers collision detection system, subdivision technique, parallel programming using GPU acceleration and physic and particle system in virtual environment world. Minors in social networking and wireless cognitive network research area.",institutionString:null,institution:{name:"Technical University of Malaysia Malacca",institutionURL:null,country:{name:"Malaysia"}}},{id:"104975",title:"Prof.",name:"Abdullah",surname:"Bade",slug:"abdullah-bade",fullName:"Abdullah Bade",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/104975/images/1219_n.jpg",biography:"Abdullah Bade holds MSc degree by research in Computer Science from Universiti Teknologi Malaysia in 2003. He obtained his Doctorate degree in Industrial Computing (Computer Graphics and Visualization) from Universiti Kebangsaan Malaysia in 2007. He has taught various courses for undergraduate and postgraduate level, especially in the area of Computer Graphics, Computer Games, Virtual Reality, and some programming classes such as C, C + +, C # and Fortran. He has been actively involved in research and manages to secure several research grants from Ministry of Higher Education and Ministry of Science and Technology Malaysia. His research interest lies particularly in developing optimized algorithm for collision detection between objects, Deformable Body Simulation, Serious Games Simulation, Cloth Simulation and Crowd Simulation. Before he joined Universiti Malaysia Sabah (UMS) in 2010, he taught at the Department of Computer Graphics and Multimedia, Faculty of Computer Science and Information Systems, Universiti Teknologi Malaysia (UTM) for about 10 years, and his last position was Senior Lecturer. Currently, he is part of the School of Science and Technology, UMS and appointed as a Senior Lecturer for Mathematics with Computer Graphics Program.",institutionString:null,institution:{name:"Universiti of Malaysia Sabah",institutionURL:null,country:{name:"Malaysia"}}},{id:"105177",title:"Dr.",name:"Ken'Ichi",surname:"Morooka",slug:"ken'ichi-morooka",fullName:"Ken'Ichi Morooka",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Kyushu University",institutionURL:null,country:{name:"Japan"}}},{id:"105357",title:"MSc",name:"Aleksandrs",surname:"Sisojevs",slug:"aleksandrs-sisojevs",fullName:"Aleksandrs Sisojevs",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Riga Technical University",institutionURL:null,country:{name:"Latvia"}}},{id:"105870",title:"Dr.",name:"Tobias",surname:"Surmann",slug:"tobias-surmann",fullName:"Tobias Surmann",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"TU Dortmund University",institutionURL:null,country:{name:"Germany"}}},{id:"106485",title:"Dr.",name:"Tony",surname:"McLoughlin",slug:"tony-mcloughlin",fullName:"Tony McLoughlin",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Swansea University",institutionURL:null,country:{name:"United Kingdom"}}},{id:"107605",title:"Dr.",name:"Long Thanh",surname:"Ngo",slug:"long-thanh-ngo",fullName:"Long Thanh Ngo",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Le Quy Don Technical University",institutionURL:null,country:{name:"Vietnam"}}},{id:"111488",title:"Prof.",name:"Hiroshi",surname:"Nagahashi",slug:"hiroshi-nagahashi",fullName:"Hiroshi Nagahashi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Tokyo Institute of Technology",institutionURL:null,country:{name:"Japan"}}},{id:"112555",title:"Prof.",name:"The Long",surname:"Pham",slug:"the-long-pham",fullName:"The Long Pham",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Le Quy Don Technical University",institutionURL:null,country:{name:"Vietnam"}}}]},generic:{page:{slug:"open-access-funding-funders-list",title:"List of Funders by Country",intro:"
If your research is financed through any of the below-mentioned funders, please consult their Open Access policies or grant ‘terms and conditions’ to explore ways to cover your publication costs (also accessible by clicking on the link in their title).
\n\n
IMPORTANT: You must be a member or grantee of the listed funders in order to apply for their Open Access publication funds. Do not attempt to contact the funders if this is not the case.
",metaTitle:"List of Funders by Country",metaDescription:"If your research is financed through any of the below-mentioned funders, please consult their Open Access policies or grant ‘terms and conditions’ to explore ways to cover your publication costs (also accessible by clicking on the link in their title).",metaKeywords:null,canonicalURL:"/page/open-access-funding-funders-list",contentRaw:'[{"type":"htmlEditorComponent","content":"
UK Research and Innovation (former Research Councils UK (RCUK) - including AHRC, BBSRC, ESRC, EPSRC, MRC, NERC, STFC.) Processing charges for books/book chapters can be covered through RCUK block grants which are allocated to most universities in the UK, which then handle the OA publication funding requests. It is at the discretion of the university whether it will approve the request.)
UK Research and Innovation (former Research Councils UK (RCUK) - including AHRC, BBSRC, ESRC, EPSRC, MRC, NERC, STFC.) Processing charges for books/book chapters can be covered through RCUK block grants which are allocated to most universities in the UK, which then handle the OA publication funding requests. It is at the discretion of the university whether it will approve the request.)
Wellcome Trust (Funding available only to Wellcome-funded researchers/grantees)
\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:null},{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:6674},{group:"region",caption:"Middle and South America",value:2,count:5955},{group:"region",caption:"Africa",value:3,count:2461},{group:"region",caption:"Asia",value:4,count:12719},{group:"region",caption:"Australia and Oceania",value:5,count:1018},{group:"region",caption:"Europe",value:6,count:17724}],offset:12,limit:12,total:134203},chapterEmbeded:{data:{}},editorApplication:{success:null,errors:{}},ofsBooks:{filterParams:{hasNoEditors:"0",sort:"dateEndThirdStepPublish"},books:[{type:"book",id:"11369",title:"RNA Viruses",subtitle:null,isOpenForSubmission:!0,hash:"52f8a3a1486912beae40b34ac557fed3",slug:null,bookSignature:"Ph.D. Yogendra Shah",coverURL:"https://cdn.intechopen.com/books/images_new/11369.jpg",editedByType:null,editors:[{id:"278914",title:"Ph.D.",name:"Yogendra",surname:"Shah",slug:"yogendra-shah",fullName:"Yogendra Shah"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{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:"11124",title:"Next-Generation Textiles",subtitle:null,isOpenForSubmission:!0,hash:"093f9e26bb829b8d414d13626aea1086",slug:null,bookSignature:"Dr. Hassan Ibrahim",coverURL:"https://cdn.intechopen.com/books/images_new/11124.jpg",editedByType:null,editors:[{id:"90645",title:"Dr.",name:"Hassan",surname:"Ibrahim",slug:"hassan-ibrahim",fullName:"Hassan Ibrahim"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11610",title:"New Insights in Herbicide Science",subtitle:null,isOpenForSubmission:!0,hash:"eb3830b8176caf3d1fd52c32313c5168",slug:null,bookSignature:"Ph.D. Kassio Ferreira Mendes",coverURL:"https://cdn.intechopen.com/books/images_new/11610.jpg",editedByType:null,editors:[{id:"197720",title:"Ph.D.",name:"Kassio",surname:"Ferreira Mendes",slug:"kassio-ferreira-mendes",fullName:"Kassio Ferreira Mendes"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11561",title:"Zeolite From Wastes - New Perspectives on Innovative Resources and Their Valorization Process",subtitle:null,isOpenForSubmission:!0,hash:"3ed0dfd842de9cd1143212415903e6ad",slug:null,bookSignature:"Dr. Claudia Belviso",coverURL:"https://cdn.intechopen.com/books/images_new/11561.jpg",editedByType:null,editors:[{id:"61457",title:"Dr.",name:"Claudia",surname:"Belviso",slug:"claudia-belviso",fullName:"Claudia Belviso"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11709",title:"Type 1 Diabetes Mellitus",subtitle:null,isOpenForSubmission:!0,hash:"cc0e61f864a2a8a9595f4975ce301f70",slug:null,bookSignature:"Dr. Shilpa Mehta and Dr. Resmy Palliyil Gopi",coverURL:"https://cdn.intechopen.com/books/images_new/11709.jpg",editedByType:null,editors:[{id:"342545",title:"Dr.",name:"Shilpa",surname:"Mehta",slug:"shilpa-mehta",fullName:"Shilpa Mehta"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11635",title:"Towards New Perspectives on Toxoplasma gondii",subtitle:null,isOpenForSubmission:!0,hash:"2d409a285bea682efb34a817b0651aba",slug:null,bookSignature:"Dr. Saeed El-Ashram, Dr. Guillermo Téllez and Dr. Firas Alali",coverURL:"https://cdn.intechopen.com/books/images_new/11635.jpg",editedByType:null,editors:[{id:"209746",title:"Dr.",name:"Saeed",surname:"El-Ashram",slug:"saeed-el-ashram",fullName:"Saeed El-Ashram"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11721",title:"Hypothermia and Hyperthermia - Physiology Concepts and Clinical Applications",subtitle:null,isOpenForSubmission:!0,hash:"0b0d0d929b72cece233f4b8cd014550c",slug:null,bookSignature:"Dr. Marinos Kosmopoulos",coverURL:"https://cdn.intechopen.com/books/images_new/11721.jpg",editedByType:null,editors:[{id:"442908",title:"Dr.",name:"Marinos",surname:"Kosmopoulos",slug:"marinos-kosmopoulos",fullName:"Marinos Kosmopoulos"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11672",title:"Chemokines Updates",subtitle:null,isOpenForSubmission:!0,hash:"c00855833476a514d37abf7c846e16e9",slug:null,bookSignature:"Prof. Murat Şentürk",coverURL:"https://cdn.intechopen.com/books/images_new/11672.jpg",editedByType:null,editors:[{id:"14794",title:"Prof.",name:"Murat",surname:"Şentürk",slug:"murat-senturk",fullName:"Murat Şentürk"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11877",title:"Ergonomics - New Insights",subtitle:null,isOpenForSubmission:!0,hash:"8b7474730a8f1ec6615e66e12a72b4b5",slug:null,bookSignature:"Dr. Orhan Korhan",coverURL:"https://cdn.intechopen.com/books/images_new/11877.jpg",editedByType:null,editors:[{id:"101698",title:"Dr.",name:"Orhan",surname:"Korhan",slug:"orhan-korhan",fullName:"Orhan Korhan"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11674",title:"Updates on Endoplasmic Reticulum",subtitle:null,isOpenForSubmission:!0,hash:"5d7d49bd80f53dad3761f78de4a862c6",slug:null,bookSignature:"Dr. Gaia Favero",coverURL:"https://cdn.intechopen.com/books/images_new/11674.jpg",editedByType:null,editors:[{id:"238047",title:"Dr.",name:"Gaia",surname:"Favero",slug:"gaia-favero",fullName:"Gaia Favero"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11273",title:"Ankylosing Spondylitis",subtitle:null,isOpenForSubmission:!0,hash:"e07e8cf78550507643fbcf71a6a9d48b",slug:null,bookSignature:"Dr. Jacome Bruges Armas",coverURL:"https://cdn.intechopen.com/books/images_new/11273.jpg",editedByType:null,editors:[{id:"70522",title:"Dr.",name:"Jacome",surname:"Bruges Armas",slug:"jacome-bruges-armas",fullName:"Jacome Bruges Armas"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],filtersByTopic:[{group:"topic",caption:"Agricultural and Biological Sciences",value:5,count:36},{group:"topic",caption:"Biochemistry, Genetics and Molecular Biology",value:6,count:12},{group:"topic",caption:"Business, Management and Economics",value:7,count:7},{group:"topic",caption:"Chemistry",value:8,count:22},{group:"topic",caption:"Computer and Information Science",value:9,count:23},{group:"topic",caption:"Earth and Planetary Sciences",value:10,count:15},{group:"topic",caption:"Engineering",value:11,count:61},{group:"topic",caption:"Environmental Sciences",value:12,count:9},{group:"topic",caption:"Immunology and Microbiology",value:13,count:15},{group:"topic",caption:"Materials Science",value:14,count:24},{group:"topic",caption:"Mathematics",value:15,count:11},{group:"topic",caption:"Medicine",value:16,count:108},{group:"topic",caption:"Nanotechnology and Nanomaterials",value:17,count:6},{group:"topic",caption:"Neuroscience",value:18,count:3},{group:"topic",caption:"Pharmacology, Toxicology and Pharmaceutical Science",value:19,count:9},{group:"topic",caption:"Physics",value:20,count:9},{group:"topic",caption:"Psychology",value:21,count:9},{group:"topic",caption:"Robotics",value:22,count:2},{group:"topic",caption:"Social Sciences",value:23,count:9},{group:"topic",caption:"Veterinary Medicine and Science",value:25,count:3}],offset:12,limit:12,total:394},popularBooks:{featuredBooks:[{type:"book",id:"10858",title:"MOOC (Massive Open Online Courses)",subtitle:null,isOpenForSubmission:!1,hash:"d32f86793bc72dde32532f509b1ec5b0",slug:"mooc-massive-open-online-courses-",bookSignature:"Dragan Cvetković",coverURL:"https://cdn.intechopen.com/books/images_new/10858.jpg",editors:[{id:"101330",title:"Dr.",name:"Dragan",middleName:"Mladen",surname:"Cvetković",slug:"dragan-cvetkovic",fullName:"Dragan Cvetković"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10195",title:"Serotonin and the CNS",subtitle:"New Developments in Pharmacology and Therapeutics",isOpenForSubmission:!1,hash:"7ed9d96da98233a885bd2869a8056c36",slug:"serotonin-and-the-cns-new-developments-in-pharmacology-and-therapeutics",bookSignature:"Berend Olivier",coverURL:"https://cdn.intechopen.com/books/images_new/10195.jpg",editors:[{id:"71579",title:"Prof.",name:"Berend",middleName:null,surname:"Olivier",slug:"berend-olivier",fullName:"Berend Olivier"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10755",title:"Corporate Governance",subtitle:"Recent Advances and Perspectives",isOpenForSubmission:!1,hash:"ffe06d1d5c4bf0fc2e63511825fe1257",slug:"corporate-governance-recent-advances-and-perspectives",bookSignature:"Okechukwu Lawrence Emeagwali and Feyza Bhatti",coverURL:"https://cdn.intechopen.com/books/images_new/10755.jpg",editors:[{id:"196317",title:"Associate Prof.",name:"Okechukwu Lawrence",middleName:null,surname:"Emeagwali",slug:"okechukwu-lawrence-emeagwali",fullName:"Okechukwu Lawrence Emeagwali"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11120",title:"Environmental Impact and Remediation of Heavy Metals",subtitle:null,isOpenForSubmission:!1,hash:"9e77514288e7394f1e6cd13481af3509",slug:"environmental-impact-and-remediation-of-heavy-metals",bookSignature:"Hosam M. Saleh and Amal I. Hassan",coverURL:"https://cdn.intechopen.com/books/images_new/11120.jpg",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"}},{type:"book",id:"10901",title:"Grapes and Wine",subtitle:null,isOpenForSubmission:!1,hash:"5d7f2aa74874444bc6986e613ccebd7c",slug:"grapes-and-wine",bookSignature:"Antonio Morata, Iris Loira and Carmen González",coverURL:"https://cdn.intechopen.com/books/images_new/10901.jpg",editors:[{id:"180952",title:"Prof.",name:"Antonio",middleName:null,surname:"Morata",slug:"antonio-morata",fullName:"Antonio Morata"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11080",title:"Engineering Principles",subtitle:"Welding and Residual Stresses",isOpenForSubmission:!1,hash:"6c07a13a113bce94174b40096f30fb5e",slug:"engineering-principles-welding-and-residual-stresses",bookSignature:"Kavian Omar Cooke and Ronaldo Câmara Cozza",coverURL:"https://cdn.intechopen.com/books/images_new/11080.jpg",editors:[{id:"138778",title:"Dr.",name:"Kavian",middleName:"Omar",surname:"Cooke",slug:"kavian-cooke",fullName:"Kavian Cooke"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11332",title:"Essential Oils",subtitle:"Advances in Extractions and Biological Applications",isOpenForSubmission:!1,hash:"742e6cae3a35686f975edc8d7f9afa94",slug:"essential-oils-advances-in-extractions-and-biological-applications",bookSignature:"Mozaniel Santana de Oliveira and Eloisa Helena de Aguiar Andrade",coverURL:"https://cdn.intechopen.com/books/images_new/11332.jpg",editors:[{id:"195290",title:"Ph.D.",name:"Mozaniel",middleName:null,surname:"Santana De Oliveira",slug:"mozaniel-santana-de-oliveira",fullName:"Mozaniel Santana De Oliveira"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11029",title:"Hepatitis B",subtitle:null,isOpenForSubmission:!1,hash:"609701f502efc3538c112ff47a2c2119",slug:"hepatitis-b",bookSignature:"Luis Rodrigo",coverURL:"https://cdn.intechopen.com/books/images_new/11029.jpg",editors:[{id:"73208",title:"Prof.",name:"Luis",middleName:null,surname:"Rodrigo",slug:"luis-rodrigo",fullName:"Luis Rodrigo"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9537",title:"Human Rights in the Contemporary World",subtitle:null,isOpenForSubmission:!1,hash:"54f05b93812fd434f3962956d6413a6b",slug:"human-rights-in-the-contemporary-world",bookSignature:"Trudy Corrigan",coverURL:"https://cdn.intechopen.com/books/images_new/9537.jpg",editors:[{id:"197557",title:"Dr.",name:"Trudy",middleName:null,surname:"Corrigan",slug:"trudy-corrigan",fullName:"Trudy Corrigan"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11371",title:"Cerebral Circulation",subtitle:"Updates on Models, Diagnostics and Treatments of Related Diseases",isOpenForSubmission:!1,hash:"e2d3335445d2852d0b906bb9750e939f",slug:"cerebral-circulation-updates-on-models-diagnostics-and-treatments-of-related-diseases",bookSignature:"Alba Scerrati, Luca Ricciardi and Flavia Dones",coverURL:"https://cdn.intechopen.com/books/images_new/11371.jpg",editors:[{id:"182614",title:"Dr.",name:"Alba",middleName:null,surname:"Scerrati",slug:"alba-scerrati",fullName:"Alba Scerrati"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11012",title:"Radiopharmaceuticals",subtitle:"Current Research for Better Diagnosis and Therapy",isOpenForSubmission:!1,hash:"f9046d6f96148b285e776f384991120d",slug:"radiopharmaceuticals-current-research-for-better-diagnosis-and-therapy",bookSignature:"Farid A. Badria",coverURL:"https://cdn.intechopen.com/books/images_new/11012.jpg",editors:[{id:"41865",title:"Prof.",name:"Farid A.",middleName:null,surname:"Badria",slug:"farid-a.-badria",fullName:"Farid A. Badria"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9974",title:"E-Learning and Digital Education in the Twenty-First Century",subtitle:null,isOpenForSubmission:!1,hash:"88b58d66e975df20425fc1dfd22d53aa",slug:"e-learning-and-digital-education-in-the-twenty-first-century",bookSignature:"M. Mahruf C. Shohel",coverURL:"https://cdn.intechopen.com/books/images_new/9974.jpg",editors:[{id:"94099",title:"Dr.",name:"M. Mahruf C.",middleName:null,surname:"Shohel",slug:"m.-mahruf-c.-shohel",fullName:"M. Mahruf C. Shohel"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}}],offset:12,limit:12,total:4438},hotBookTopics:{hotBooks:[],offset:0,limit:12,total:null},publish:{},publishingProposal:{success:null,errors:{}},books:{featuredBooks:[{type:"book",id:"10858",title:"MOOC (Massive Open Online Courses)",subtitle:null,isOpenForSubmission:!1,hash:"d32f86793bc72dde32532f509b1ec5b0",slug:"mooc-massive-open-online-courses-",bookSignature:"Dragan Cvetković",coverURL:"https://cdn.intechopen.com/books/images_new/10858.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:1677,editors:[{id:"101330",title:"Dr.",name:"Dragan",middleName:"Mladen",surname:"Cvetković",slug:"dragan-cvetkovic",fullName:"Dragan Cvetković"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10195",title:"Serotonin and the CNS",subtitle:"New Developments in Pharmacology and Therapeutics",isOpenForSubmission:!1,hash:"7ed9d96da98233a885bd2869a8056c36",slug:"serotonin-and-the-cns-new-developments-in-pharmacology-and-therapeutics",bookSignature:"Berend Olivier",coverURL:"https://cdn.intechopen.com/books/images_new/10195.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:1337,editors:[{id:"71579",title:"Prof.",name:"Berend",middleName:null,surname:"Olivier",slug:"berend-olivier",fullName:"Berend Olivier"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10755",title:"Corporate Governance",subtitle:"Recent Advances and Perspectives",isOpenForSubmission:!1,hash:"ffe06d1d5c4bf0fc2e63511825fe1257",slug:"corporate-governance-recent-advances-and-perspectives",bookSignature:"Okechukwu Lawrence Emeagwali and Feyza Bhatti",coverURL:"https://cdn.intechopen.com/books/images_new/10755.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:1309,editors:[{id:"196317",title:"Associate Prof.",name:"Okechukwu Lawrence",middleName:null,surname:"Emeagwali",slug:"okechukwu-lawrence-emeagwali",fullName:"Okechukwu Lawrence Emeagwali"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11120",title:"Environmental Impact and Remediation of Heavy Metals",subtitle:null,isOpenForSubmission:!1,hash:"9e77514288e7394f1e6cd13481af3509",slug:"environmental-impact-and-remediation-of-heavy-metals",bookSignature:"Hosam M. Saleh and Amal I. Hassan",coverURL:"https://cdn.intechopen.com/books/images_new/11120.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:847,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"}},{type:"book",id:"10901",title:"Grapes and Wine",subtitle:null,isOpenForSubmission:!1,hash:"5d7f2aa74874444bc6986e613ccebd7c",slug:"grapes-and-wine",bookSignature:"Antonio Morata, Iris Loira and Carmen González",coverURL:"https://cdn.intechopen.com/books/images_new/10901.jpg",publishedDate:"June 15th 2022",numberOfDownloads:2273,editors:[{id:"180952",title:"Prof.",name:"Antonio",middleName:null,surname:"Morata",slug:"antonio-morata",fullName:"Antonio Morata"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11080",title:"Engineering Principles",subtitle:"Welding and Residual Stresses",isOpenForSubmission:!1,hash:"6c07a13a113bce94174b40096f30fb5e",slug:"engineering-principles-welding-and-residual-stresses",bookSignature:"Kavian Omar Cooke and Ronaldo Câmara Cozza",coverURL:"https://cdn.intechopen.com/books/images_new/11080.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:591,editors:[{id:"138778",title:"Dr.",name:"Kavian",middleName:"Omar",surname:"Cooke",slug:"kavian-cooke",fullName:"Kavian Cooke"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11332",title:"Essential Oils",subtitle:"Advances in Extractions and Biological Applications",isOpenForSubmission:!1,hash:"742e6cae3a35686f975edc8d7f9afa94",slug:"essential-oils-advances-in-extractions-and-biological-applications",bookSignature:"Mozaniel Santana de Oliveira and Eloisa Helena de Aguiar Andrade",coverURL:"https://cdn.intechopen.com/books/images_new/11332.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:515,editors:[{id:"195290",title:"Ph.D.",name:"Mozaniel",middleName:null,surname:"Santana De Oliveira",slug:"mozaniel-santana-de-oliveira",fullName:"Mozaniel Santana De Oliveira"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11029",title:"Hepatitis B",subtitle:null,isOpenForSubmission:!1,hash:"609701f502efc3538c112ff47a2c2119",slug:"hepatitis-b",bookSignature:"Luis Rodrigo",coverURL:"https://cdn.intechopen.com/books/images_new/11029.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:413,editors:[{id:"73208",title:"Prof.",name:"Luis",middleName:null,surname:"Rodrigo",slug:"luis-rodrigo",fullName:"Luis Rodrigo"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9537",title:"Human Rights in the Contemporary World",subtitle:null,isOpenForSubmission:!1,hash:"54f05b93812fd434f3962956d6413a6b",slug:"human-rights-in-the-contemporary-world",bookSignature:"Trudy Corrigan",coverURL:"https://cdn.intechopen.com/books/images_new/9537.jpg",publishedDate:"June 8th 2022",numberOfDownloads:2194,editors:[{id:"197557",title:"Dr.",name:"Trudy",middleName:null,surname:"Corrigan",slug:"trudy-corrigan",fullName:"Trudy Corrigan"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11371",title:"Cerebral Circulation",subtitle:"Updates on Models, Diagnostics and Treatments of Related Diseases",isOpenForSubmission:!1,hash:"e2d3335445d2852d0b906bb9750e939f",slug:"cerebral-circulation-updates-on-models-diagnostics-and-treatments-of-related-diseases",bookSignature:"Alba Scerrati, Luca Ricciardi and Flavia Dones",coverURL:"https://cdn.intechopen.com/books/images_new/11371.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:341,editors:[{id:"182614",title:"Dr.",name:"Alba",middleName:null,surname:"Scerrati",slug:"alba-scerrati",fullName:"Alba Scerrati"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}}],latestBooks:[{type:"book",id:"11043",title:"Endometriosis",subtitle:"Recent Advances, New Perspectives and Treatments",isOpenForSubmission:!1,hash:"7baf1c70b11d41400bb9302ae9411ca4",slug:"endometriosis-recent-advances-new-perspectives-and-treatments",bookSignature:"Giovana Ap. Gonçalves",coverURL:"https://cdn.intechopen.com/books/images_new/11043.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"185930",title:"Associate Prof.",name:"Giovana",middleName:null,surname:"Gonçalves",slug:"giovana-goncalves",fullName:"Giovana Gonçalves"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10536",title:"Campylobacter",subtitle:null,isOpenForSubmission:!1,hash:"c4b132b741dd0a2ed539b824ab63965f",slug:"campylobacter",bookSignature:"Guillermo Tellez-Isaias and Saeed El-Ashram",coverURL:"https://cdn.intechopen.com/books/images_new/10536.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"73465",title:"Dr.",name:"Guillermo",middleName:null,surname:"Téllez",slug:"guillermo-tellez",fullName:"Guillermo Téllez"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10798",title:"Starch",subtitle:"Evolution and Recent Advances",isOpenForSubmission:!1,hash:"f197f6062c1574a9a90e50a369271bcf",slug:"starch-evolution-and-recent-advances",bookSignature:"Martins Ochubiojo Emeje",coverURL:"https://cdn.intechopen.com/books/images_new/10798.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"94311",title:"Prof.",name:"Martins",middleName:"Ochubiojo",surname:"Ochubiojo Emeje",slug:"martins-ochubiojo-emeje",fullName:"Martins Ochubiojo Emeje"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11083",title:"Hazardous Waste Management",subtitle:null,isOpenForSubmission:!1,hash:"d553bd4f6f1c4b115ca69bd19faac7dc",slug:"hazardous-waste-management",bookSignature:"Rajesh Banu Jeyakumar, Kavitha Sankarapandian and Yukesh Kannah Ravi",coverURL:"https://cdn.intechopen.com/books/images_new/11083.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"218539",title:"Dr.",name:"Rajesh Banu",middleName:null,surname:"Jeyakumar",slug:"rajesh-banu-jeyakumar",fullName:"Rajesh Banu Jeyakumar"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10848",title:"Tribology of Machine Elements",subtitle:"Fundamentals and Applications",isOpenForSubmission:!1,hash:"3c4ca4c4692ca8d4fa749b4ae81ec1fa",slug:"tribology-of-machine-elements-fundamentals-and-applications",bookSignature:"Giuseppe Pintaude, Tiago Cousseau and Anna Rudawska",coverURL:"https://cdn.intechopen.com/books/images_new/10848.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"18347",title:"Prof.",name:"Giuseppe",middleName:null,surname:"Pintaude",slug:"giuseppe-pintaude",fullName:"Giuseppe Pintaude"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10856",title:"Crude Oil",subtitle:"New Technologies and Recent Approaches",isOpenForSubmission:!1,hash:"8d0a7ca35b3de95b295dc4eab39a087e",slug:"crude-oil-new-technologies-and-recent-approaches",bookSignature:"Manar Elsayed Abdel-Raouf and Mohamed Hasan El-Keshawy",coverURL:"https://cdn.intechopen.com/books/images_new/10856.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"102626",title:"Prof.",name:"Manar",middleName:null,surname:"Elsayed Abdel-Raouf",slug:"manar-elsayed-abdel-raouf",fullName:"Manar Elsayed Abdel-Raouf"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9625",title:"Spinocerebellar Ataxia",subtitle:"Concepts, Particularities and Generalities",isOpenForSubmission:!1,hash:"365a7025fd46eb45de2549bdd9d50b98",slug:"spinocerebellar-ataxia-concepts-particularities-and-generalities",bookSignature:"Patricia Bozzetto Ambrosi",coverURL:"https://cdn.intechopen.com/books/images_new/9625.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"221787",title:"Dr.",name:"Patricia",middleName:null,surname:"Bozzetto Ambrosi",slug:"patricia-bozzetto-ambrosi",fullName:"Patricia Bozzetto Ambrosi"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10905",title:"Plant Defense Mechanisms",subtitle:null,isOpenForSubmission:!1,hash:"84ad5b27dde5f01dc76087d0fd6fa834",slug:"plant-defense-mechanisms",bookSignature:"Josphert Ngui Kimatu",coverURL:"https://cdn.intechopen.com/books/images_new/10905.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"224171",title:"Prof.",name:"Josphert N.",middleName:null,surname:"Kimatu",slug:"josphert-n.-kimatu",fullName:"Josphert N. Kimatu"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10686",title:"Natural Gas",subtitle:"New Perspectives and Future Developments",isOpenForSubmission:!1,hash:"581763788a6a59e653a9d1d9b5a42d79",slug:"natural-gas-new-perspectives-and-future-developments",bookSignature:"Maryam Takht Ravanchi",coverURL:"https://cdn.intechopen.com/books/images_new/10686.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"2416",title:"Dr.",name:"Maryam",middleName:null,surname:"Takht Ravanchi",slug:"maryam-takht-ravanchi",fullName:"Maryam Takht Ravanchi"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10988",title:"Railway Transport Planning and Manageme",subtitle:null,isOpenForSubmission:!1,hash:"5cb54cc53caedad9ec78372563c82e2c",slug:"railway-transport-planning-and-management",bookSignature:"Stefano de Luca, Roberta Di Pace and Chiara Fiori",coverURL:"https://cdn.intechopen.com/books/images_new/10988.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"271061",title:"Prof.",name:"Stefano",middleName:null,surname:"de Luca",slug:"stefano-de-luca",fullName:"Stefano de Luca"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},subject:{topic:{id:"193",title:"Pathology",slug:"medicine-pathology",parent:{id:"16",title:"Medicine",slug:"medicine"},numberOfBooks:17,numberOfSeries:0,numberOfAuthorsAndEditors:498,numberOfWosCitations:179,numberOfCrossrefCitations:158,numberOfDimensionsCitations:302,videoUrl:null,fallbackUrl:null,description:null},booksByTopicFilter:{topicId:"193",sort:"-publishedDate",limit:12,offset:0},booksByTopicCollection:[{type:"book",id:"11029",title:"Hepatitis B",subtitle:null,isOpenForSubmission:!1,hash:"609701f502efc3538c112ff47a2c2119",slug:"hepatitis-b",bookSignature:"Luis Rodrigo",coverURL:"https://cdn.intechopen.com/books/images_new/11029.jpg",editedByType:"Edited by",editors:[{id:"73208",title:"Prof.",name:"Luis",middleName:null,surname:"Rodrigo",slug:"luis-rodrigo",fullName:"Luis Rodrigo"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9076",title:"Recent Advances in Wound Healing",subtitle:null,isOpenForSubmission:!1,hash:"5e10a897612bf74c88669ab634de6459",slug:"recent-advances-in-wound-healing",bookSignature:"Shahin Aghaei",coverURL:"https://cdn.intechopen.com/books/images_new/9076.jpg",editedByType:"Edited by",editors:[{id:"64024",title:"Associate Prof.",name:"Shahin",middleName:null,surname:"Aghaei",slug:"shahin-aghaei",fullName:"Shahin Aghaei"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9630",title:"Pathology",subtitle:"From Classics to Innovations",isOpenForSubmission:!1,hash:"db04399d79a9737879c193b39166d09f",slug:"pathology-from-classics-to-innovations",bookSignature:"Ilze Strumfa and Guntis Bahs",coverURL:"https://cdn.intechopen.com/books/images_new/9630.jpg",editedByType:"Edited by",editors:[{id:"54021",title:"Prof.",name:"Ilze",middleName:null,surname:"Strumfa",slug:"ilze-strumfa",fullName:"Ilze Strumfa"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10545",title:"Rare Diseases",subtitle:"Diagnostic and Therapeutic Odyssey",isOpenForSubmission:!1,hash:"f995dac5c8617b8c00f0df3d6142155d",slug:"rare-diseases-diagnostic-and-therapeutic-odyssey",bookSignature:"Mani T. Valarmathi",coverURL:"https://cdn.intechopen.com/books/images_new/10545.jpg",editedByType:"Edited by",editors:[{id:"69697",title:"Dr.",name:"Mani T.",middleName:null,surname:"Valarmathi",slug:"mani-t.-valarmathi",fullName:"Mani T. Valarmathi"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"7031",title:"Liver Pathology",subtitle:null,isOpenForSubmission:!1,hash:"631321b0565459ed0175917f1c8c727f",slug:"liver-pathology",bookSignature:"Vijay Gayam and Omer Engin",coverURL:"https://cdn.intechopen.com/books/images_new/7031.jpg",editedByType:"Edited by",editors:[{id:"273100",title:"Dr.",name:"Vijay",middleName:null,surname:"Gayam",slug:"vijay-gayam",fullName:"Vijay Gayam"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9135",title:"Rare Diseases",subtitle:null,isOpenForSubmission:!1,hash:"607a44edc1c494df4d5d126af71ca89c",slug:"rare-diseases",bookSignature:"Zhan He Wu",coverURL:"https://cdn.intechopen.com/books/images_new/9135.jpg",editedByType:"Edited by",editors:[{id:"226446",title:"Dr.",name:"Zhan He",middleName:null,surname:"Wu",slug:"zhan-he-wu",fullName:"Zhan He Wu"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"6790",title:"Fluid and Electrolyte Disorders",subtitle:null,isOpenForSubmission:!1,hash:"5f74d43da90463b17a26bbf2fb7a09ed",slug:"fluid-and-electrolyte-disorders",bookSignature:"Usman Mahmood",coverURL:"https://cdn.intechopen.com/books/images_new/6790.jpg",editedByType:"Edited by",editors:[{id:"183337",title:"Dr.",name:"Usman",middleName:null,surname:"Mahmood",slug:"usman-mahmood",fullName:"Usman Mahmood"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"7009",title:"Hypoxia and Anoxia",subtitle:null,isOpenForSubmission:!1,hash:"80148bd84e86e5fe1c7527637e8e3be8",slug:"hypoxia-and-anoxia",bookSignature:"Kusal K. Das and Mallanagouda Shivanagouda Biradar",coverURL:"https://cdn.intechopen.com/books/images_new/7009.jpg",editedByType:"Edited by",editors:[{id:"187859",title:"Prof.",name:"Kusal",middleName:"K.",surname:"Das",slug:"kusal-das",fullName:"Kusal Das"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"6297",title:"Histopathology",subtitle:"An Update",isOpenForSubmission:!1,hash:"395c889b2d2cc4f452fe7e1ad8226fe4",slug:"histopathology-an-update",bookSignature:"Supriya Srivastava",coverURL:"https://cdn.intechopen.com/books/images_new/6297.jpg",editedByType:"Edited by",editors:[{id:"85273",title:"Dr.",name:"Supriya",middleName:null,surname:"Srivastava",slug:"supriya-srivastava",fullName:"Supriya Srivastava"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"5906",title:"Pathophysiology",subtitle:"Altered Physiological States",isOpenForSubmission:!1,hash:"b277409ee570d9c47798ff5b42638603",slug:"pathophysiology-altered-physiological-states",bookSignature:"David C. Gaze",coverURL:"https://cdn.intechopen.com/books/images_new/5906.jpg",editedByType:"Edited by",editors:[{id:"71983",title:"Dr.",name:"David C.",middleName:null,surname:"Gaze",slug:"david-c.-gaze",fullName:"David C. Gaze"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"6025",title:"Temporomandibular Joint Pathology",subtitle:"Current Approaches and Understanding",isOpenForSubmission:!1,hash:"6663d492aea23855b9fdcf753089981e",slug:"temporomandibular-joint-pathology-current-approaches-and-understanding",bookSignature:"Yusuf Emes, Buket Aybar and Gühan Dergin",coverURL:"https://cdn.intechopen.com/books/images_new/6025.jpg",editedByType:"Edited by",editors:[{id:"178414",title:"Prof.",name:"Yusuf",middleName:null,surname:"Emes",slug:"yusuf-emes",fullName:"Yusuf Emes"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"5955",title:"Chronic Kidney Disease",subtitle:"from Pathophysiology to Clinical Improvements",isOpenForSubmission:!1,hash:"b371e3b8f0d78aa871934011fa0860c7",slug:"chronic-kidney-disease-from-pathophysiology-to-clinical-improvements",bookSignature:"Thomas Rath",coverURL:"https://cdn.intechopen.com/books/images_new/5955.jpg",editedByType:"Edited by",editors:[{id:"67436",title:"Dr.",name:"Thomas",middleName:null,surname:"Rath",slug:"thomas-rath",fullName:"Thomas Rath"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],booksByTopicTotal:17,seriesByTopicCollection:[],seriesByTopicTotal:0,mostCitedChapters:[{id:"18773",doi:"10.5772/20110",title:"Ishak versus METAVIR: Terminology, Convertibility and Correlation with Laboratory Changes in Chronic Hepatitis C",slug:"ishak-versus-metavir-terminology-convertibility-and-correlation-with-laboratory-changes-in-chronic-h",totalDownloads:34015,totalCrossrefCites:11,totalDimensionsCites:23,abstract:null,book:{id:"287",slug:"liver-biopsy",title:"Liver Biopsy",fullTitle:"Liver Biopsy"},signatures:"Gamal Shiha and Khaled Zalata",authors:[{id:"37453",title:"Prof.",name:"Gamal",middleName:null,surname:"Shiha",slug:"gamal-shiha",fullName:"Gamal Shiha"}]},{id:"58637",doi:"10.5772/intechopen.72648",title:"Significance of Tumor Microenvironment Scoring and Immune Biomarkers in Patient Stratification and Cancer Outcomes",slug:"significance-of-tumor-microenvironment-scoring-and-immune-biomarkers-in-patient-stratification-and-c",totalDownloads:2339,totalCrossrefCites:8,totalDimensionsCites:13,abstract:"Tumors appear as heterogeneous tissues that consist of tumor cells surrounding by a tumor microenvironment (TME). TME is a complex network composed of extracellular matrix (ECM), stromal cells, and immune/inflammatory cells that drive cancer cells fate from invasion to intravasation and metastasis. The stromal-inflammatory interface represents a dynamic space, in which exchange of numerous molecular information is associated with the transition into tumorigenic microenvironment. Recruitment, activation, and reprogramming of stromal and immune/inflammatory cells in the extracellular space are the consequences of a reciprocal interaction between TME and cancer cells. Recent data suggest that cancer development is influenced by TME and controlled by the host’s immune system, underlying the importance of TME components and immune biomarkers in the determination of prognosis and response to therapy. The immune classification has prognostic value and may be a useful supplement to the histopathological, molecular, and TNM classifications. Nevertheless, the complexity of quantitative immunohistochemistry and the variable assay protocols, stromal and immune cell types analyzed underscore the need to harmonize the quantified methods. It is therefore important to incorporate TME and immune scoring in determinations of cancer prognosis and to make sure they become a routine part of the histopathological diagnostic and prognostic assessment of patients.",book:{id:"6297",slug:"histopathology-an-update",title:"Histopathology",fullTitle:"Histopathology - An Update"},signatures:"Kinan Drak Alsibai and Didier Meseure",authors:[{id:"215311",title:"Dr.",name:"Kinan",middleName:null,surname:"Drak Alsibai",slug:"kinan-drak-alsibai",fullName:"Kinan Drak Alsibai"},{id:"215546",title:"Dr.",name:"Didier",middleName:null,surname:"Meseure",slug:"didier-meseure",fullName:"Didier Meseure"}]},{id:"41353",doi:"10.5772/50659",title:"Morphology of the Intestinal Barrier in Different Physiological and Pathological Conditions",slug:"morphology-of-the-intestinal-barrier-in-different-physiological-and-pathological-conditions",totalDownloads:4223,totalCrossrefCites:4,totalDimensionsCites:11,abstract:null,book:{id:"2619",slug:"histopathology-reviews-and-recent-advances",title:"Histopathology",fullTitle:"Histopathology - Reviews and Recent Advances"},signatures:"Jesmine Khan and Mohammed Nasimul Islam",authors:[{id:"140755",title:"Dr.",name:"Jesmine",middleName:null,surname:"Khan",slug:"jesmine-khan",fullName:"Jesmine Khan"},{id:"163192",title:"Prof.",name:"Mohammed",middleName:null,surname:"Islam",slug:"mohammed-islam",fullName:"Mohammed Islam"}]},{id:"41359",doi:"10.5772/52376",title:"Nocardiosis: Clinical and Pathological Aspects",slug:"nocardiosis-clinical-and-pathological-aspects",totalDownloads:4727,totalCrossrefCites:2,totalDimensionsCites:10,abstract:null,book:{id:"2619",slug:"histopathology-reviews-and-recent-advances",title:"Histopathology",fullTitle:"Histopathology - Reviews and Recent Advances"},signatures:"Sharmila P. Patil, Nitin J. Nadkarni and Nidhi R. Sharma",authors:[{id:"139808",title:"Dr.",name:"Sharmila",middleName:null,surname:"Patil",slug:"sharmila-patil",fullName:"Sharmila Patil"},{id:"141615",title:"Dr.",name:"Nitin",middleName:null,surname:"Nadkarni",slug:"nitin-nadkarni",fullName:"Nitin Nadkarni"}]},{id:"18771",doi:"10.5772/20385",title:"Electron Microscopy of Liver Biopsies",slug:"electron-microscopy-of-liver-biopsies",totalDownloads:8224,totalCrossrefCites:3,totalDimensionsCites:10,abstract:null,book:{id:"287",slug:"liver-biopsy",title:"Liver Biopsy",fullTitle:"Liver Biopsy"},signatures:"Theodore C. Iancu and Irena Manov",authors:[{id:"38689",title:"Dr.",name:"Theodore",middleName:null,surname:"Iancu",slug:"theodore-iancu",fullName:"Theodore Iancu"},{id:"38699",title:"Dr.",name:"Irena",middleName:null,surname:"Manov",slug:"irena-manov",fullName:"Irena Manov"}]}],mostDownloadedChaptersLast30Days:[{id:"59286",title:"Surgical Approaches to the Temporomandibular Joint",slug:"surgical-approaches-to-the-temporomandibular-joint",totalDownloads:6905,totalCrossrefCites:3,totalDimensionsCites:3,abstract:"The temporomandibular joint (TMJ) acts as a sliding hinge between mandible and temporal bone. Disorders of temporomandibular joint are intolerable for the patients in severe cases. Furthermore, surgical treatment of temporomandibular joint problems is a challenge for surgeons in some cases. In that order, it is critical for the surgeon to choose the best surgical approach in treating the temporomandibular joint diseases. There are several surgical approaches in the management of temporomandibular joint problems including some pros and cons. So, in this chapter, we aim to present a comprehensive review of surgical approaches to the temporomandibular joint.",book:{id:"6025",slug:"temporomandibular-joint-pathology-current-approaches-and-understanding",title:"Temporomandibular Joint Pathology",fullTitle:"Temporomandibular Joint Pathology - Current Approaches and Understanding"},signatures:"Mohammad Esmaeelinejad and Maryam Sohrabi",authors:[{id:"172188",title:"Dr.",name:"Mohammad",middleName:null,surname:"Esmaeelinejad",slug:"mohammad-esmaeelinejad",fullName:"Mohammad Esmaeelinejad"},{id:"240723",title:"Dr.",name:"Maryam",middleName:null,surname:"Sohrabi",slug:"maryam-sohrabi",fullName:"Maryam Sohrabi"}]},{id:"41355",title:"Ossifying Fibromas of the Craniofacial Skeleton",slug:"ossifying-fibromas-of-the-craniofacial-skeleton",totalDownloads:4790,totalCrossrefCites:5,totalDimensionsCites:6,abstract:null,book:{id:"2619",slug:"histopathology-reviews-and-recent-advances",title:"Histopathology",fullTitle:"Histopathology - Reviews and Recent Advances"},signatures:"Bruno Carvalho, Manuel Pontes, Helena Garcia, Paulo Linhares and Rui Vaz",authors:[{id:"140061",title:"Dr.",name:"Bruno",middleName:null,surname:"Carvalho",slug:"bruno-carvalho",fullName:"Bruno Carvalho"},{id:"142266",title:"Dr.",name:"Manuel",middleName:null,surname:"Pontes",slug:"manuel-pontes",fullName:"Manuel Pontes"},{id:"142267",title:"Dr.",name:"Paulo",middleName:null,surname:"Linhares",slug:"paulo-linhares",fullName:"Paulo Linhares"},{id:"142268",title:"Prof.",name:"Rui",middleName:null,surname:"Vaz",slug:"rui-vaz",fullName:"Rui Vaz"},{id:"142958",title:"Dr.",name:"Helena",middleName:null,surname:"Garcia",slug:"helena-garcia",fullName:"Helena Garcia"}]},{id:"58358",title:"Internal Derangements of the Temporomandibular Joint: Diagnosis and Management",slug:"internal-derangements-of-the-temporomandibular-joint-diagnosis-and-management",totalDownloads:3288,totalCrossrefCites:3,totalDimensionsCites:5,abstract:"Millions of individuals worldwide suffer from temporomandibular joint (TMJ) disorders and are characterized by pain and joint dysfunction. TMJ internal derangement (ID) is the most frequent type of temporomandibular disorders (TMDs). The ID of TMJ is defined as a joint dysfunction associated with an abnormal disc position. Identification and elimination of the causes of tissue breakdown of the TMJ that lead to ID are the key factors for successful treatment. The common causes for TMJ ID are trauma and parafunctional habits which lead to joint overload and degenerative changes in the articular structures, increased friction, and gradual disc displacement. Local and systemic inflammatory/degenerative arthropathies may also affect TMJ and cause ID. The aim of this chapter is to give comprehensive knowledge about the contemporary perspective of TMJ ID including diagnostic and therapeutic developments and innovations. Clinicians should establish the correct diagnosis and cause of the disease for appropriate management so that patients do not suffer from ineffective treatments. As an innovative development, TMJ replacements with alloplastic joint prosthesis and tissue-engineered structures hold promise for the future of management of TMJ ID.",book:{id:"6025",slug:"temporomandibular-joint-pathology-current-approaches-and-understanding",title:"Temporomandibular Joint Pathology",fullTitle:"Temporomandibular Joint Pathology - Current Approaches and Understanding"},signatures:"Ufuk Tatli and Vladimir Machon",authors:[{id:"203864",title:"Associate Prof.",name:"Ufuk",middleName:null,surname:"Tatli",slug:"ufuk-tatli",fullName:"Ufuk Tatli"},{id:"204401",title:"Dr.",name:"Vladimir",middleName:null,surname:"Machon",slug:"vladimir-machon",fullName:"Vladimir Machon"}]},{id:"61976",title:"Metabolic Alkalosis",slug:"metabolic-alkalosis",totalDownloads:1463,totalCrossrefCites:0,totalDimensionsCites:0,abstract:"Metabolic alkalosis is a disorder where the primary defect, an increase in plasma bicarbonate concentration, leads to an increase in systemic pH. Here we review the causes of metabolic alkalosis with an emphasis on the inherited causes, namely Gitelman syndrome and Bartter syndrome and syndromes which mimic them. We detail the importance of understanding the kidney pathophysiology and molecular genetics in order to distinguish these syndromes from acquired causes. In particular we discuss the tubular transport of salt in the thick ascending limb of the loop of Henle, the distal convoluted tubule and the collecting duct. The effects of salt wasting, namely an increase in the renin-angiotensin-aldosterone axis are discussed in order to explain the biochemical phenotypes and targeted treatment approaches to these conditions.",book:{id:"6790",slug:"fluid-and-electrolyte-disorders",title:"Fluid and Electrolyte Disorders",fullTitle:"Fluid and Electrolyte Disorders"},signatures:"Holly Mabillard and John A. Sayer",authors:null},{id:"41364",title:"Histological Change of Aquatic Animals by Parasitic Infection",slug:"histological-change-of-aquatic-animals-by-parasitic-infection",totalDownloads:8552,totalCrossrefCites:4,totalDimensionsCites:6,abstract:null,book:{id:"2619",slug:"histopathology-reviews-and-recent-advances",title:"Histopathology",fullTitle:"Histopathology - Reviews and Recent Advances"},signatures:"Watchariya Purivirojkul",authors:[{id:"149747",title:"Dr.",name:"Watchariya",middleName:null,surname:"Purivirojkul",slug:"watchariya-purivirojkul",fullName:"Watchariya Purivirojkul"}]}],onlineFirstChaptersFilter:{topicId:"193",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:9,numberOfPublishedChapters:90,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:104,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:32,numberOfPublishedChapters:320,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:12,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:11,numberOfPublishedChapters:141,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:8,numberOfPublishedChapters:133,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!0},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:113,numberOfOpenTopics:3,numberOfUpcomingTopics:1,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:107,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:19,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:5,numberOfOpenTopics:1,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!0},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:0,numberOfPublishedChapters:16,numberOfOpenTopics:5,numberOfUpcomingTopics:0,issn:null,doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],testimonialsList:[{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"}}}},{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"}}}}]},series:{item:{id:"24",title:"Sustainable Development",doi:"10.5772/intechopen.100361",issn:null,scope:"
\r\n\tTransforming our World: the 2030 Agenda for Sustainable Development endorsed by United Nations and 193 Member States, came into effect on Jan 1, 2016, to guide decision making and actions to the year 2030 and beyond. Central to this Agenda are 17 Goals, 169 associated targets and over 230 indicators that are reviewed annually. The vision envisaged in the implementation of the SDGs is centered on the five Ps: People, Planet, Prosperity, Peace and Partnership. This call for renewed focused efforts ensure we have a safe and healthy planet for current and future generations.
\r\n
\r\n\t
\r\n
\r\n\tThis Series focuses on covering research and applied research involving the five Ps through the following topics:
\r\n
\r\n\t
\r\n
\r\n\t1. Sustainable Economy and Fair Society that relates to SDG 1 on No Poverty, SDG 2 on Zero Hunger, SDG 8 on Decent Work and Economic Growth, SDG 10 on Reduced Inequalities, SDG 12 on Responsible Consumption and Production, and SDG 17 Partnership for the Goals
\r\n
\r\n\t
\r\n
\r\n\t2. Health and Wellbeing focusing on SDG 3 on Good Health and Wellbeing and SDG 6 on Clean Water and Sanitation
\r\n
\r\n\t
\r\n
\r\n\t3. Inclusivity and Social Equality involving SDG 4 on Quality Education, SDG 5 on Gender Equality, and SDG 16 on Peace, Justice and Strong Institutions
\r\n
\r\n\t
\r\n
\r\n\t4. Climate Change and Environmental Sustainability comprising SDG 13 on Climate Action, SDG 14 on Life Below Water, and SDG 15 on Life on Land
\r\n
\r\n\t
\r\n
\r\n\t5. Urban Planning and Environmental Management embracing SDG 7 on Affordable Clean Energy, SDG 9 on Industry, Innovation and Infrastructure, and SDG 11 on Sustainable Cities and Communities.
\r\n
\r\n\t
\r\n
\r\n\tThe series also seeks to support the use of cross cutting SDGs, as many of the goals listed above, targets and indicators are all interconnected to impact our lives and the decisions we make on a daily basis, making them impossible to tie to a single topic.
",coverUrl:"https://cdn.intechopen.com/series/covers/24.jpg",latestPublicationDate:"July 5th, 2022",hasOnlineFirst:!0,numberOfPublishedBooks:0,editor:{id:"262440",title:"Prof.",name:"Usha",middleName:null,surname:"Iyer-Raniga",slug:"usha-iyer-raniga",fullName:"Usha Iyer-Raniga",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRYSXQA4/Profile_Picture_2022-02-28T13:55:36.jpeg",biography:"Usha Iyer-Raniga is a professor in the School of Property and Construction Management at RMIT University. Usha co-leads the One Planet Network’s Sustainable Buildings and Construction Programme (SBC), a United Nations 10 Year Framework of Programmes on Sustainable Consumption and Production (UN 10FYP SCP) aligned with Sustainable Development Goal 12. The work also directly impacts SDG 11 on Sustainable Cities and Communities. She completed her undergraduate degree as an architect before obtaining her Masters degree from Canada and her Doctorate in Australia. Usha has been a keynote speaker as well as an invited speaker at national and international conferences, seminars and workshops. Her teaching experience includes teaching in Asian countries. She has advised Austrade, APEC, national, state and local governments. She serves as a reviewer and a member of the scientific committee for national and international refereed journals and refereed conferences. She is on the editorial board for refereed journals and has worked on Special Issues. Usha has served and continues to serve on the Boards of several not-for-profit organisations and she has also served as panel judge for a number of awards including the Premiers Sustainability Award in Victoria and the International Green Gown Awards. Usha has published over 100 publications, including research and consulting reports. Her publications cover a wide range of scientific and technical research publications that include edited books, book chapters, refereed journals, refereed conference papers and reports for local, state and federal government clients. She has also produced podcasts for various organisations and participated in media interviews. She has received state, national and international funding worth over USD $25 million. Usha has been awarded the Quarterly Franklin Membership by London Journals Press (UK). Her biography has been included in the Marquis Who's Who in the World® 2018, 2016 (33rd Edition), along with approximately 55,000 of the most accomplished men and women from around the world, including luminaries as U.N. Secretary-General Ban Ki-moon. In 2017, Usha was awarded the Marquis Who’s Who Lifetime Achiever Award.",institutionString:null,institution:{name:"RMIT University",institutionURL:null,country:{name:"Australia"}}},editorTwo:null,editorThree:null},subseries:{paginationCount:5,paginationItems:[{id:"91",title:"Sustainable Economy and Fair Society",coverUrl:"https://cdn.intechopen.com/series_topics/covers/91.jpg",isOpenForSubmission:!0,editor:{id:"181603",title:"Dr.",name:"Antonella",middleName:null,surname:"Petrillo",slug:"antonella-petrillo",fullName:"Antonella Petrillo",profilePictureURL:"https://mts.intechopen.com/storage/users/181603/images/system/181603.jpg",biography:"Antonella Petrillo is a Professor at the Department of Engineering of the University of Naples “Parthenope”, Italy. She received her Ph.D. in Mechanical Engineering from the University of Cassino. Her research interests include multi-criteria decision analysis, industrial plant, logistics, manufacturing and safety. She serves as an Associate Editor for the International Journal of the Analytic Hierarchy Process. She is a member of AHP Academy and a member of several editorial boards. She has over 160 Scientific Publications in International Journals and Conferences and she is the author of 5 books on Innovation and Decision Making in Industrial Applications and Engineering.",institutionString:null,institution:{name:"Parthenope University of Naples",institutionURL:null,country:{name:"Italy"}}},editorTwo:null,editorThree:null},{id:"92",title:"Health and Wellbeing",coverUrl:"https://cdn.intechopen.com/series_topics/covers/92.jpg",isOpenForSubmission:!0,editor:{id:"348225",title:"Prof.",name:"Ann",middleName:null,surname:"Hemingway",slug:"ann-hemingway",fullName:"Ann Hemingway",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000035LZFoQAO/Profile_Picture_2022-04-11T14:55:40.jpg",biography:"Professor Hemingway is a public health researcher, Bournemouth University, undertaking international and UK research focused on reducing inequalities in health outcomes for marginalised and excluded populations and more recently focused on equine assisted interventions.",institutionString:null,institution:{name:"Bournemouth University",institutionURL:null,country:{name:"United Kingdom"}}},editorTwo:null,editorThree:null},{id:"93",title:"Inclusivity and Social Equity",coverUrl:"https://cdn.intechopen.com/series_topics/covers/93.jpg",isOpenForSubmission:!0,editor:{id:"210060",title:"Prof. Dr.",name:"Ebba",middleName:null,surname:"Ossiannilsson",slug:"ebba-ossiannilsson",fullName:"Ebba Ossiannilsson",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002g6LkBQAU/Profile_Picture_2022-02-28T13:31:48.png",biography:"Professor Dr. Ebba Ossiannilsson is an independent researcher, expert, consultant, quality auditor and influencer in the fields of open, flexible online and distance learning (OFDL) and the 'new normal'. Her focus is on quality, innovation, leadership, and personalised learning. She works primarily at the strategic and policy levels, both nationally and internationally, and with key international organisations. She is committed to promoting and improving OFDL in the context of SDG4 and the future of education. Ossiannilsson has more than 20 years of experience in her current field, but more than 40 years in the education sector. She works as a reviewer and expert for the European Commission and collaborates with the Joint Research Centre for Quality in Open Education. Ossiannilsson also collaborates with ITCILO and ICoBC (International Council on Badges and Credentials). She is a member of the ICDE Board of Directors and has previously served on the boards of EDEN and EUCEN. Ossiannilsson is a quality expert and reviewer for ICDE, EDEN and the EADTU. She chairs the ICDE OER Advocacy Committee and is a member of the ICDE Quality Network. She is regularly invited as a keynote speaker at conferences. She is a guest editor for several special issues and a member of the editorial board of several scientific journals. She has published more than 200 articles and is currently working on book projects in the field of OFDL. Ossiannilsson is a visiting professor at several international universities and was recently appointed Professor and Research Fellow at Victoria University of Wellington, NZ. Ossiannilsson has been awarded the following fellowships: EDEN Fellows, EDEN Council of Fellows, and Open Education Europe. She is a ICDE OER Ambassador, Open Education Europe Ambassador, GIZ Ambassador for Quality in Digital Learning, and part of the Globe-Community of Digital Learning and Champion of SPARC Europe. On a national level, she is a quality developer at the Swedish Institute for Standards (SIS) and for ISO. She is a member of the Digital Skills and Jobs Coalition Sweden and Vice President of the Swedish Association for Distance Education. She is currently working on a government initiative on quality in distance education at the National Council for Higher Education. She holds a Ph.D. from the University of Oulu, Finland.",institutionString:"Swedish Association for Distance Education, Sweden",institution:null},editorTwo:null,editorThree:null},{id:"94",title:"Climate Change and Environmental Sustainability",coverUrl:"https://cdn.intechopen.com/series_topics/covers/94.jpg",isOpenForSubmission:!0,editor:{id:"61855",title:"Dr.",name:"Yixin",middleName:null,surname:"Zhang",slug:"yixin-zhang",fullName:"Yixin Zhang",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYWJgQAO/Profile_Picture_2022-06-09T11:36:35.jpg",biography:"Professor Yixin Zhang is an aquatic ecologist with over 30 years of research and teaching experience in three continents (Asia, Europe, and North America) in Stream Ecology, Riparian Ecology, Urban Ecology, and Ecosystem Restoration and Aquatic Conservation, Human-Nature Interactions and Sustainability, Urbanization Impact on Aquatic Ecosystems. He got his Ph.D. in Animal Ecology at Umeå University in Sweden in 1998. He conducted postdoc research in stream ecology at the University of California at Santa Barbara in the USA. After that, he was a postdoc research fellow at the University of British Columbia in Canada to do research on large-scale stream experimental manipulation and watershed ecological survey in temperate rainforests of BC. He was a faculty member at the University of Hong Kong to run ecological research projects on aquatic insects, fishes, and newts in Tropical Asian streams. He also conducted research in streams, rivers, and caves in Texas, USA, to study the ecology of macroinvertebrates, big-claw river shrimp, fish, turtles, and bats. Current research interests include trophic flows across ecosystems; watershed impacts of land-use change on biodiversity and ecosystem functioning; ecological civilization and water resource management; urban ecology and urban/rural sustainable development.",institutionString:null,institution:{name:"Soochow University",institutionURL:null,country:{name:"China"}}},editorTwo:null,editorThree:null},{id:"95",title:"Urban Planning and Environmental Management",coverUrl:"https://cdn.intechopen.com/series_topics/covers/95.jpg",isOpenForSubmission:!0,editor:{id:"181079",title:"Dr.",name:"Christoph",middleName:null,surname:"Lüthi",slug:"christoph-luthi",fullName:"Christoph Lüthi",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRHSqQAO/Profile_Picture_2022-04-12T15:51:33.png",biography:"Dr. Christoph Lüthi is an urban infrastructure planner with over 25 years of experience in planning and design of urban infrastructure in middle and low-income countries. He holds a Master’s Degree in Urban Development Planning from the University College of London (UCL), and a Ph.D. in Urban Planning & Engineering from TU Berlin. He has conducted applied research on urban planning and infrastructure issues in over 20 countries in Africa and Asia. In 2005 he joined Eawag-Sandec as Leader of the Strategic Environmental Sanitation Planning Group. Since 2015 he heads the research department Sanitation, Water and Solid Waste for Development (Sandec) at the Swiss Federal Institute of Aquatic Research and Technology (Eawag).",institutionString:"Swiss Federal Institute of Aquatic Science and Technology, Switzerland",institution:null},editorTwo:{id:"290571",title:"Dr.",name:"Rui Alexandre",middleName:null,surname:"Castanho",slug:"rui-alexandre-castanho",fullName:"Rui Alexandre Castanho",profilePictureURL:"https://mts.intechopen.com/storage/users/290571/images/system/290571.jpg",biography:"Rui Alexandre Castanho has a master\\'s degree in Planning, Audit, and Control in Urban Green Spaces and an international Ph.D. in Sustainable Planning in Borderlands. Currently, he is a professor at WSB University, Poland, and a visiting professor at the University of Johannesburg, South Africa. Dr. Castanho is a post-doc researcher on the GREAT Project, University of Azores, Ponta Delgada, Portugal. He collaborates with the Environmental Resources Analysis Research Group (ARAM), University of Extremadura (UEx), Spain; VALORIZA - Research Center for the Enhancement of Endogenous Resources, Polytechnic Institute of Portalegre (IPP), Portugal; Centre for Tourism Research, Development and Innovation (CITUR), Madeira, Portugal; and AQUAGEO Research Group, University of Campinas (UNICAMP), Brazil.",institutionString:"University of Johannesburg, South Africa and WSB University, Poland",institution:{name:"University of Johannesburg",institutionURL:null,country:{name:"South Africa"}}},editorThree:null}]},overviewPageOFChapters:{paginationCount:16,paginationItems:[{id:"82524",title:"Italy’s Small Exporting Companies: Globalization and Sustainability Issues",doi:"10.5772/intechopen.105542",signatures:"Roberta Pace and Francesca Mandanici",slug:"italy-s-small-exporting-companies-globalization-and-sustainability-issues",totalDownloads:0,totalCrossrefCites:null,totalDimensionsCites:0,authors:null,book:{title:"Globalization and Sustainability - Recent Advances, New Perspectives and Emerging Issues",coverURL:"https://cdn.intechopen.com/books/images_new/11476.jpg",subseries:{id:"91",title:"Sustainable Economy and Fair Society"}}},{id:"82427",title:"Our Globalization Era among Success, Obstacles and Doubts",doi:"10.5772/intechopen.105545",signatures:"Arnaldo Canziani, Annalisa Baldissera and Ahmad Kahwaji",slug:"our-globalization-era-among-success-obstacles-and-doubts",totalDownloads:14,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Globalization and Sustainability - Recent Advances, New Perspectives and Emerging Issues",coverURL:"https://cdn.intechopen.com/books/images_new/11476.jpg",subseries:{id:"91",title:"Sustainable Economy and Fair Society"}}},{id:"82248",title:"Sustainability and Excellence: Pillars for Business Survival",doi:"10.5772/intechopen.105420",signatures:"Irina Severin, Maria Cristina Dijmarescu and Mihai Caramihai",slug:"sustainability-and-excellence-pillars-for-business-survival",totalDownloads:5,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Globalization and Sustainability - Recent Advances, New Perspectives and Emerging Issues",coverURL:"https://cdn.intechopen.com/books/images_new/11476.jpg",subseries:{id:"91",title:"Sustainable Economy and Fair Society"}}},{id:"82124",title:"Assessment of Diversity, Growth Characteristics and Aboveground Biomass of Tree Species in Selected Urban Green Areas of Osogbo, Osun State",doi:"10.5772/intechopen.104982",signatures:"Omolara Aremu, Olusola O. Adetoro and Olusegun Awotoye",slug:"assessment-of-diversity-growth-characteristics-and-aboveground-biomass-of-tree-species-in-selected-u",totalDownloads:6,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Forest Degradation Under Global Change",coverURL:"https://cdn.intechopen.com/books/images_new/11457.jpg",subseries:{id:"94",title:"Climate Change and Environmental Sustainability"}}}]},overviewPagePublishedBooks:{paginationCount:0,paginationItems:[]},openForSubmissionBooks:{paginationCount:3,paginationItems:[{id:"11570",title:"Influenza - New Approaches",coverURL:"https://cdn.intechopen.com/books/images_new/11570.jpg",hash:"157b379b9d7a4bf5e2cc7a742f155a44",secondStepPassed:!0,currentStepOfPublishingProcess:3,submissionDeadline:"May 10th 2022",isOpenForSubmission:!0,editors:[{id:"139889",title:"Dr.",name:"Seyyed Shamsadin",surname:"Athari",slug:"seyyed-shamsadin-athari",fullName:"Seyyed Shamsadin Athari"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{id:"11569",title:"Bacterial Sexually Transmitted Infections - New Findings, Diagnosis, Treatment, and Prevention",coverURL:"https://cdn.intechopen.com/books/images_new/11569.jpg",hash:"069d6142ecb0d46d14920102d48c0e9d",secondStepPassed:!0,currentStepOfPublishingProcess:3,submissionDeadline:"May 31st 2022",isOpenForSubmission:!0,editors:[{id:"189561",title:"Dr.",name:"Mihaela Laura",surname:"Vica",slug:"mihaela-laura-vica",fullName:"Mihaela Laura Vica"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{id:"11568",title:"Staphylococcal Infections - Recent Advances and Perspectives",coverURL:"https://cdn.intechopen.com/books/images_new/11568.jpg",hash:"92c881664d1921c7f2d0fee34b78cd08",secondStepPassed:!1,currentStepOfPublishingProcess:2,submissionDeadline:"July 8th 2022",isOpenForSubmission:!0,editors:[{id:"59719",title:"Dr.",name:"Jaime",surname:"Bustos-Martínez",slug:"jaime-bustos-martinez",fullName:"Jaime Bustos-Martínez"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},onlineFirstChapters:{paginationCount:5,paginationItems:[{id:"82394",title:"Learning by Doing Active Social Learning",doi:"10.5772/intechopen.105523",signatures:"Anat Raviv",slug:"learning-by-doing-active-social-learning",totalDownloads:3,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Active Learning - Research and Practice",coverURL:"https://cdn.intechopen.com/books/images_new/11481.jpg",subseries:{id:"89",title:"Education"}}},{id:"82310",title:"Knowledge of Intergenerational Contact to Combat Ageism towards Older People",doi:"10.5772/intechopen.105592",signatures:"Alice Nga Lai Kwong",slug:"knowledge-of-intergenerational-contact-to-combat-ageism-towards-older-people",totalDownloads:8,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Social Aspects of Ageing - Selected Challenges, Analyses, and Solutions",coverURL:"https://cdn.intechopen.com/books/images_new/11479.jpg",subseries:{id:"90",title:"Human Development"}}},{id:"81993",title:"Emergent Chemistry: Using Visualizations to Develop Abstract Thinking and a Sense of Scale Within the Preschool Setting",doi:"10.5772/intechopen.105216",signatures:"Karina Adbo",slug:"emergent-chemistry-using-visualizations-to-develop-abstract-thinking-and-a-sense-of-scale-within-the",totalDownloads:5,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Active Learning - Research and Practice",coverURL:"https://cdn.intechopen.com/books/images_new/11481.jpg",subseries:{id:"89",title:"Education"}}},{id:"82252",title:"Early Childhood: Enriched Environments and Roles of Caring Adults",doi:"10.5772/intechopen.105157",signatures:"Analía Mignaton",slug:"early-childhood-enriched-environments-and-roles-of-caring-adults",totalDownloads:4,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Active Learning - Research and Practice",coverURL:"https://cdn.intechopen.com/books/images_new/11481.jpg",subseries:{id:"89",title:"Education"}}},{id:"81996",title:"Perspective Chapter: New Active Learning Models in Africa",doi:"10.5772/intechopen.105217",signatures:"Fred Awaah, Cosmas Lambini Kombat and Emmanuel Okyere Ekwam",slug:"perspective-chapter-new-active-learning-models-in-africa",totalDownloads:6,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Active Learning - Research and Practice",coverURL:"https://cdn.intechopen.com/books/images_new/11481.jpg",subseries:{id:"89",title:"Education"}}}]},subseriesFiltersForOFChapters:[{caption:"Human Development",value:90,count:1,group:"subseries"},{caption:"Education",value:89,count:4,group:"subseries"}],publishedBooks:{paginationCount:8,paginationItems:[{type:"book",id:"9493",title:"Periodontology",subtitle:"Fundamentals and Clinical Features",coverURL:"https://cdn.intechopen.com/books/images_new/9493.jpg",slug:"periodontology-fundamentals-and-clinical-features",publishedDate:"February 16th 2022",editedByType:"Edited by",bookSignature:"Petra Surlin",hash:"dfe986c764d6c82ae820c2df5843a866",volumeInSeries:8,fullTitle:"Periodontology - Fundamentals and Clinical Features",editors:[{id:"171921",title:"Prof.",name:"Petra",middleName:null,surname:"Surlin",slug:"petra-surlin",fullName:"Petra Surlin",profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",institutionString:"University of Medicine and Pharmacy of Craiova",institution:{name:"University of Medicine and Pharmacy of Craiova",institutionURL:null,country:{name:"Romania"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"9588",title:"Clinical Concepts and Practical Management Techniques in Dentistry",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/9588.jpg",slug:"clinical-concepts-and-practical-management-techniques-in-dentistry",publishedDate:"February 9th 2022",editedByType:"Edited by",bookSignature:"Aneesa Moolla",hash:"42deab8d3bcf3edf64d1d9028d42efd1",volumeInSeries:7,fullTitle:"Clinical Concepts and Practical Management Techniques in Dentistry",editors:[{id:"318170",title:"Dr.",name:"Aneesa",middleName:null,surname:"Moolla",slug:"aneesa-moolla",fullName:"Aneesa Moolla",profilePictureURL:"https://mts.intechopen.com/storage/users/318170/images/system/318170.png",institutionString:"University of the Witwatersrand",institution:{name:"University of the Witwatersrand",institutionURL:null,country:{name:"South Africa"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8202",title:"Periodontal Disease",subtitle:"Diagnostic and Adjunctive Non-surgical Considerations",coverURL:"https://cdn.intechopen.com/books/images_new/8202.jpg",slug:"periodontal-disease-diagnostic-and-adjunctive-non-surgical-considerations",publishedDate:"February 5th 2020",editedByType:"Edited by",bookSignature:"Nermin Mohammed Ahmed Yussif",hash:"0aee9799da7db2c732be44dd8fed16d8",volumeInSeries:6,fullTitle:"Periodontal Disease - Diagnostic and Adjunctive Non-surgical Considerations",editors:[{id:"210472",title:"Dr.",name:"Nermin",middleName:"Mohammed Ahmed",surname:"Yussif",slug:"nermin-yussif",fullName:"Nermin Yussif",profilePictureURL:"https://mts.intechopen.com/storage/users/210472/images/system/210472.jpg",institutionString:"MSA University",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8837",title:"Human Teeth",subtitle:"Key Skills and Clinical Illustrations",coverURL:"https://cdn.intechopen.com/books/images_new/8837.jpg",slug:"human-teeth-key-skills-and-clinical-illustrations",publishedDate:"January 22nd 2020",editedByType:"Edited by",bookSignature:"Zühre Akarslan and Farid Bourzgui",hash:"ac055c5801032970123e0a196c2e1d32",volumeInSeries:5,fullTitle:"Human Teeth - Key Skills and Clinical Illustrations",editors:[{id:"171887",title:"Prof.",name:"Zühre",middleName:null,surname:"Akarslan",slug:"zuhre-akarslan",fullName:"Zühre Akarslan",profilePictureURL:"https://mts.intechopen.com/storage/users/171887/images/system/171887.jpg",institutionString:"Gazi University",institution:{name:"Gazi University",institutionURL:null,country:{name:"Turkey"}}}],equalEditorOne:{id:"52177",title:"Prof.",name:"Farid",middleName:null,surname:"Bourzgui",slug:"farid-bourzgui",fullName:"Farid Bourzgui",profilePictureURL:"https://mts.intechopen.com/storage/users/52177/images/system/52177.png",biography:"Prof. Farid Bourzgui obtained his DMD and his DNSO option in Orthodontics at the School of Dental Medicine, Casablanca Hassan II University, Morocco, in 1995 and 2000, respectively. Currently, he is a professor of Orthodontics. He holds a Certificate of Advanced Study type A in Technology of Biomaterials used in Dentistry (1995); Certificate of Advanced Study type B in Dento-Facial Orthopaedics (1997) from the Faculty of Dental Surgery, University Denis Diderot-Paris VII, France; Diploma of Advanced Study (DESA) in Biocompatibility of Biomaterials from the Faculty of Medicine and Pharmacy of Casablanca (2002); Certificate of Clinical Occlusodontics from the Faculty of Dentistry of Casablanca (2004); University Diploma of Biostatistics and Perceptual Health Measurement from the Faculty of Medicine and Pharmacy of Casablanca (2011); and a University Diploma of Pedagogy of Odontological Sciences from the Faculty of Dentistry of Casablanca (2013). He is the author of several scientific articles, book chapters, and books.",institutionString:"University of Hassan II Casablanca",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"7",totalChapterViews:"0",totalEditedBooks:"2",institution:{name:"University of Hassan II Casablanca",institutionURL:null,country:{name:"Morocco"}}},equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"7060",title:"Gingival Disease",subtitle:"A Professional Approach for Treatment and Prevention",coverURL:"https://cdn.intechopen.com/books/images_new/7060.jpg",slug:"gingival-disease-a-professional-approach-for-treatment-and-prevention",publishedDate:"October 23rd 2019",editedByType:"Edited by",bookSignature:"Alaa Eddin Omar Al Ostwani",hash:"b81d39988cba3a3cf746c1616912cf41",volumeInSeries:4,fullTitle:"Gingival Disease - A Professional Approach for Treatment and Prevention",editors:[{id:"240870",title:"Ph.D.",name:"Alaa Eddin Omar",middleName:null,surname:"Al Ostwani",slug:"alaa-eddin-omar-al-ostwani",fullName:"Alaa Eddin Omar Al Ostwani",profilePictureURL:"https://mts.intechopen.com/storage/users/240870/images/system/240870.jpeg",institutionString:"International University for Science and Technology.",institution:{name:"Islamic University of Science and Technology",institutionURL:null,country:{name:"India"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"7572",title:"Trauma in Dentistry",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/7572.jpg",slug:"trauma-in-dentistry",publishedDate:"July 3rd 2019",editedByType:"Edited by",bookSignature:"Serdar Gözler",hash:"7cb94732cfb315f8d1e70ebf500eb8a9",volumeInSeries:3,fullTitle:"Trauma in Dentistry",editors:[{id:"204606",title:"Dr.",name:"Serdar",middleName:null,surname:"Gözler",slug:"serdar-gozler",fullName:"Serdar Gözler",profilePictureURL:"https://mts.intechopen.com/storage/users/204606/images/system/204606.jpeg",institutionString:"Istanbul Aydin University",institution:{name:"Istanbul Aydın University",institutionURL:null,country:{name:"Turkey"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"7139",title:"Current Approaches in Orthodontics",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/7139.jpg",slug:"current-approaches-in-orthodontics",publishedDate:"April 10th 2019",editedByType:"Edited by",bookSignature:"Belma Işık Aslan and Fatma Deniz Uzuner",hash:"2c77384eeb748cf05a898d65b9dcb48a",volumeInSeries:2,fullTitle:"Current Approaches in Orthodontics",editors:[{id:"42847",title:"Dr.",name:"Belma",middleName:null,surname:"Işik Aslan",slug:"belma-isik-aslan",fullName:"Belma Işik Aslan",profilePictureURL:"https://mts.intechopen.com/storage/users/42847/images/system/42847.jpg",institutionString:"Gazi University Dentistry Faculty Department of Orthodontics",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"6668",title:"Dental Caries",subtitle:"Diagnosis, Prevention and Management",coverURL:"https://cdn.intechopen.com/books/images_new/6668.jpg",slug:"dental-caries-diagnosis-prevention-and-management",publishedDate:"September 19th 2018",editedByType:"Edited by",bookSignature:"Zühre Akarslan",hash:"b0f7667770a391f772726c3013c1b9ba",volumeInSeries:1,fullTitle:"Dental Caries - Diagnosis, Prevention and Management",editors:[{id:"171887",title:"Prof.",name:"Zühre",middleName:null,surname:"Akarslan",slug:"zuhre-akarslan",fullName:"Zühre Akarslan",profilePictureURL:"https://mts.intechopen.com/storage/users/171887/images/system/171887.jpg",institutionString:"Gazi University",institution:{name:"Gazi University",institutionURL:null,country:{name:"Turkey"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},subseriesFiltersForPublishedBooks:[{group:"subseries",caption:"Prosthodontics and Implant Dentistry",value:2,count:2},{group:"subseries",caption:"Oral Health",value:1,count:6}],publicationYearFilters:[{group:"publicationYear",caption:"2022",value:2022,count:2},{group:"publicationYear",caption:"2020",value:2020,count:2},{group:"publicationYear",caption:"2019",value:2019,count:3},{group:"publicationYear",caption:"2018",value:2018,count:1}],authors:{paginationCount:250,paginationItems:[{id:"274452",title:"Dr.",name:"Yousif",middleName:"Mohamed",surname:"Abdallah",slug:"yousif-abdallah",fullName:"Yousif Abdallah",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/274452/images/8324_n.jpg",biography:"I certainly enjoyed my experience in Radiotherapy and Nuclear Medicine, particularly it has been in different institutions and hospitals with different Medical Cultures and allocated resources. Radiotherapy and Nuclear Medicine Technology has always been my aspiration and my life. As years passed I accumulated a tremendous amount of skills and knowledge in Radiotherapy and Nuclear Medicine, Conventional Radiology, Radiation Protection, Bioinformatics Technology, PACS, Image processing, clinically and lecturing that will enable me to provide a valuable service to the community as a Researcher and Consultant in this field. My method of translating this into day to day in clinical practice is non-exhaustible and my habit of exchanging knowledge and expertise with others in those fields is the code and secret of success.",institutionString:null,institution:{name:"Majmaah University",country:{name:"Saudi Arabia"}}},{id:"313277",title:"Dr.",name:"Bartłomiej",middleName:null,surname:"Płaczek",slug:"bartlomiej-placzek",fullName:"Bartłomiej Płaczek",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/313277/images/system/313277.jpg",biography:"Bartłomiej Płaczek, MSc (2002), Ph.D. (2005), Habilitation (2016), is a professor at the University of Silesia, Institute of Computer Science, Poland, and an expert from the National Centre for Research and Development. His research interests include sensor networks, smart sensors, intelligent systems, and image processing with applications in healthcare and medicine. He is the author or co-author of more than seventy papers in peer-reviewed journals and conferences as well as the co-author of several books. He serves as a reviewer for many scientific journals, international conferences, and research foundations. Since 2010, Dr. Placzek has been a reviewer of grants and projects (including EU projects) in the field of information technologies.",institutionString:"University of Silesia",institution:{name:"University of Silesia",country:{name:"Poland"}}},{id:"35000",title:"Prof.",name:"Ulrich H.P",middleName:"H.P.",surname:"Fischer",slug:"ulrich-h.p-fischer",fullName:"Ulrich H.P Fischer",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/35000/images/3052_n.jpg",biography:"Academic and Professional Background\nUlrich H. P. has Diploma and PhD degrees in Physics from the Free University Berlin, Germany. He has been working on research positions in the Heinrich-Hertz-Institute in Germany. Several international research projects has been performed with European partners from France, Netherlands, Norway and the UK. He is currently Professor of Communications Systems at the Harz University of Applied Sciences, Germany.\n\nPublications and Publishing\nHe has edited one book, a special interest book about ‘Optoelectronic Packaging’ (VDE, Berlin, Germany), and has published over 100 papers and is owner of several international patents for WDM over POF key elements.\n\nKey Research and Consulting Interests\nUlrich’s research activity has always been related to Spectroscopy and Optical Communications Technology. Specific current interests include the validation of complex instruments, and the application of VR technology to the development and testing of measurement systems. He has been reviewer for several publications of the Optical Society of America\\'s including Photonics Technology Letters and Applied Optics.\n\nPersonal Interests\nThese include motor cycling in a very relaxed manner and performing martial arts.",institutionString:null,institution:{name:"Charité",country:{name:"Germany"}}},{id:"341622",title:"Ph.D.",name:"Eduardo",middleName:null,surname:"Rojas Alvarez",slug:"eduardo-rojas-alvarez",fullName:"Eduardo Rojas Alvarez",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/341622/images/15892_n.jpg",biography:null,institutionString:null,institution:{name:"University of Cuenca",country:{name:"Ecuador"}}},{id:"215610",title:"Prof.",name:"Muhammad",middleName:null,surname:"Sarfraz",slug:"muhammad-sarfraz",fullName:"Muhammad Sarfraz",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/215610/images/system/215610.jpeg",biography:"Muhammad Sarfraz is a professor in the Department of Information Science, Kuwait University. His research interests include computer graphics, computer vision, image processing, machine learning, pattern recognition, soft computing, data science, intelligent systems, information technology, and information systems. Prof. Sarfraz has been a keynote/invited speaker on various platforms around the globe. He has advised various students for their MSc and Ph.D. theses. He has published more than 400 publications as books, journal articles, and conference papers. He is a member of various professional societies and a chair and member of the International Advisory Committees and Organizing Committees of various international conferences. Prof. Sarfraz is also an editor-in-chief and editor of various international journals.",institutionString:"Kuwait University",institution:{name:"Kuwait University",country:{name:"Kuwait"}}},{id:"32650",title:"Prof.",name:"Lukas",middleName:"Willem",surname:"Snyman",slug:"lukas-snyman",fullName:"Lukas Snyman",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/32650/images/4136_n.jpg",biography:"Lukas Willem Snyman received his basic education at primary and high schools in South Africa, Eastern Cape. He enrolled at today's Nelson Metropolitan University and graduated from this university with a BSc in Physics and Mathematics, B.Sc Honors in Physics, MSc in Semiconductor Physics, and a Ph.D. in Semiconductor Physics in 1987. After his studies, he chose an academic career and devoted his energy to the teaching of physics to first, second, and third-year students. After positions as a lecturer at the University of Port Elizabeth, he accepted a position as Associate Professor at the University of Pretoria, South Africa.\r\n\r\nIn 1992, he motivates the concept of 'television and computer-based education” as means to reach large student numbers with only the best of teaching expertise and publishes an article on the concept in the SA Journal of Higher Education of 1993 (and later in 2003). The University of Pretoria subsequently approved a series of test projects on the concept with outreach to Mamelodi and Eerste Rust in 1993. In 1994, the University established a 'Unit for Telematic Education ' as a support section for multiple faculties at the University of Pretoria. In subsequent years, the concept of 'telematic education” subsequently becomes well established in academic circles in South Africa, grew in popularity, and is adopted by many universities and colleges throughout South Africa as a medium of enhancing education and training, as a method to reaching out to far out communities, and as a means to enhance study from the home environment.\r\n\r\nProfessor Snyman in subsequent years pursued research in semiconductor physics, semiconductor devices, microelectronics, and optoelectronics.\r\n\r\nIn 2000 he joined the TUT as a full professor. Here served for a period as head of the Department of Electronic Engineering. Here he makes contributions to solar energy development, microwave and optoelectronic device development, silicon photonics, as well as contributions to new mobile telecommunication systems and network planning in SA.\r\n\r\nCurrently, he teaches electronics and telecommunications at the TUT to audiences ranging from first-year students to Ph.D. level.\r\n\r\nFor his research in the field of 'Silicon Photonics” since 1990, he has published (as author and co-author) about thirty internationally reviewed articles in scientific journals, contributed to more than forty international conferences, about 25 South African provisional patents (as inventor and co-inventor), 8 PCT international patent applications until now. Of these, two USA patents applications, two European Patents, two Korean patents, and ten SA patents have been granted. A further 4 USA patents, 5 European patents, 3 Korean patents, 3 Chinese patents, and 3 Japanese patents are currently under consideration.\r\n\r\nRecently he has also published an extensive scholarly chapter in an internet open access book on 'Integrating Microphotonic Systems and MOEMS into standard Silicon CMOS Integrated circuitry”.\r\n\r\nFurthermore, Professor Snyman recently steered a new initiative at the TUT by introducing a 'Laboratory for Innovative Electronic Systems ' at the Department of Electrical Engineering. The model of this laboratory or center is to primarily combine outputs as achieved by high-level research with lower-level system development and entrepreneurship in a technical university environment. Students are allocated to projects at different levels with PhDs and Master students allocated to the generation of new knowledge and new technologies, while students at the diploma and Baccalaureus level are allocated to electronic systems development with a direct and a near application for application in industry or the commercial and public sectors in South Africa.\r\n\r\nProfessor Snyman received the WIRSAM Award of 1983 and the WIRSAM Award in 1985 in South Africa for best research papers by a young scientist at two international conferences on electron microscopy in South Africa. He subsequently received the SA Microelectronics Award for the best dissertation emanating from studies executed at a South African university in the field of Physics and Microelectronics in South Africa in 1987. In October of 2011, Professor Snyman received the prestigious Institutional Award for 'Innovator of the Year” for 2010 at the Tshwane University of Technology, South Africa. This award was based on the number of patents recognized and granted by local and international institutions as well as for his contributions concerning innovation at the TUT.",institutionString:null,institution:{name:"University of South Africa",country:{name:"South Africa"}}},{id:"317279",title:"Mr.",name:"Ali",middleName:"Usama",surname:"Syed",slug:"ali-syed",fullName:"Ali Syed",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/317279/images/16024_n.png",biography:"A creative, talented, and innovative young professional who is dedicated, well organized, and capable research fellow with two years of experience in graduate-level research, published in engineering journals and book, with related expertise in Bio-robotics, equally passionate about the aesthetics of the mechanical and electronic system, obtained expertise in the use of MS Office, MATLAB, SolidWorks, LabVIEW, Proteus, Fusion 360, having a grasp on python, C++ and assembly language, possess proven ability in acquiring research grants, previous appointments with social and educational societies with experience in administration, current affiliations with IEEE and Web of Science, a confident presenter at conferences and teacher in classrooms, able to explain complex information to audiences of all levels.",institutionString:null,institution:{name:"Air University",country:{name:"Pakistan"}}},{id:"75526",title:"Ph.D.",name:"Zihni Onur",middleName:null,surname:"Uygun",slug:"zihni-onur-uygun",fullName:"Zihni Onur Uygun",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/75526/images/12_n.jpg",biography:"My undergraduate education and my Master of Science educations at Ege University and at Çanakkale Onsekiz Mart University have given me a firm foundation in Biochemistry, Analytical Chemistry, Biosensors, Bioelectronics, Physical Chemistry and Medicine. After obtaining my degree as a MSc in analytical chemistry, I started working as a research assistant in Ege University Medical Faculty in 2014. In parallel, I enrolled to the MSc program at the Department of Medical Biochemistry at Ege University to gain deeper knowledge on medical and biochemical sciences as well as clinical chemistry in 2014. In my PhD I deeply researched on biosensors and bioelectronics and finished in 2020. Now I have eleven SCI-Expanded Index published papers, 6 international book chapters, referee assignments for different SCIE journals, one international patent pending, several international awards, projects and bursaries. In parallel to my research assistant position at Ege University Medical Faculty, Department of Medical Biochemistry, in April 2016, I also founded a Start-Up Company (Denosens Biotechnology LTD) by the support of The Scientific and Technological Research Council of Turkey. Currently, I am also working as a CEO in Denosens Biotechnology. The main purposes of the company, which carries out R&D as a research center, are to develop new generation biosensors and sensors for both point-of-care diagnostics; such as glucose, lactate, cholesterol and cancer biomarker detections. My specific experimental and instrumental skills are Biochemistry, Biosensor, Analytical Chemistry, Electrochemistry, Mobile phone based point-of-care diagnostic device, POCTs and Patient interface designs, HPLC, Tandem Mass Spectrometry, Spectrophotometry, ELISA.",institutionString:null,institution:{name:"Ege University",country:{name:"Turkey"}}},{id:"267434",title:"Dr.",name:"Rohit",middleName:null,surname:"Raja",slug:"rohit-raja",fullName:"Rohit Raja",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/267434/images/system/267434.jpg",biography:"Dr. Rohit Raja received Ph.D. in Computer Science and Engineering from Dr. CVRAMAN University in 2016. His main research interest includes Face recognition and Identification, Digital Image Processing, Signal Processing, and Networking. Presently he is working as Associate Professor in IT Department, Guru Ghasidas Vishwavidyalaya (A Central University), Bilaspur (CG), India. He has authored several Journal and Conference Papers. He has good Academics & Research experience in various areas of CSE and IT. He has filed and successfully published 27 Patents. He has received many time invitations to be a Guest at IEEE Conferences. He has published 100 research papers in various International/National Journals (including IEEE, Springer, etc.) and Proceedings of the reputed International/ National Conferences (including Springer and IEEE). He has been nominated to the board of editors/reviewers of many peer-reviewed and refereed Journals (including IEEE, Springer).",institutionString:"Guru Ghasidas Vishwavidyalaya",institution:{name:"Guru Ghasidas Vishwavidyalaya",country:{name:"India"}}},{id:"246502",title:"Dr.",name:"Jaya T.",middleName:"T",surname:"Varkey",slug:"jaya-t.-varkey",fullName:"Jaya T. Varkey",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/246502/images/11160_n.jpg",biography:"Jaya T. Varkey, PhD, graduated with a degree in Chemistry from Cochin University of Science and Technology, Kerala, India. She obtained a PhD in Chemistry from the School of Chemical Sciences, Mahatma Gandhi University, Kerala, India, and completed a post-doctoral fellowship at the University of Minnesota, USA. She is a research guide at Mahatma Gandhi University and Associate Professor in Chemistry, St. Teresa’s College, Kochi, Kerala, India.\nDr. Varkey received a National Young Scientist award from the Indian Science Congress (1995), a UGC Research award (2016–2018), an Indian National Science Academy (INSA) Visiting Scientist award (2018–2019), and a Best Innovative Faculty award from the All India Association for Christian Higher Education (AIACHE) (2019). She Hashas received the Sr. Mary Cecil prize for best research paper three times. She was also awarded a start-up to develop a tea bag water filter. \nDr. Varkey has published two international books and twenty-seven international journal publications. She is an editorial board member for five international journals.",institutionString:"St. Teresa’s College",institution:null},{id:"250668",title:"Dr.",name:"Ali",middleName:null,surname:"Nabipour Chakoli",slug:"ali-nabipour-chakoli",fullName:"Ali Nabipour Chakoli",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/250668/images/system/250668.jpg",biography:"Academic Qualification:\r\n•\tPhD in Materials Physics and Chemistry, From: Sep. 2006, to: Sep. 2010, School of Materials Science and Engineering, Harbin Institute of Technology, Thesis: Structure and Shape Memory Effect of Functionalized MWCNTs/poly (L-lactide-co-ε-caprolactone) Nanocomposites. Supervisor: Prof. Wei Cai,\r\n•\tM.Sc in Applied Physics, From: 1996, to: 1998, Faculty of Physics & Nuclear Science, Amirkabir Uni. of Technology, Tehran, Iran, Thesis: Determination of Boron in Micro alloy Steels with solid state nuclear track detectors by neutron induced auto radiography, Supervisors: Dr. M. Hosseini Ashrafi and Dr. A. Hosseini.\r\n•\tB.Sc. in Applied Physics, From: 1991, to: 1996, Faculty of Physics & Nuclear Science, Amirkabir Uni. of Technology, Tehran, Iran, Thesis: Design of shielding for Am-Be neutron sources for In Vivo neutron activation analysis, Supervisor: Dr. M. Hosseini Ashrafi.\r\n\r\nResearch Experiences:\r\n1.\tNanomaterials, Carbon Nanotubes, Graphene: Synthesis, Functionalization and Characterization,\r\n2.\tMWCNTs/Polymer Composites: Fabrication and Characterization, \r\n3.\tShape Memory Polymers, Biodegradable Polymers, ORC, Collagen,\r\n4.\tMaterials Analysis and Characterizations: TEM, SEM, XPS, FT-IR, Raman, DSC, DMA, TGA, XRD, GPC, Fluoroscopy, \r\n5.\tInteraction of Radiation with Mater, Nuclear Safety and Security, NDT(RT),\r\n6.\tRadiation Detectors, Calibration (SSDL),\r\n7.\tCompleted IAEA e-learning Courses:\r\nNuclear Security (15 Modules),\r\nNuclear Safety:\r\nTSA 2: Regulatory Protection in Occupational Exposure,\r\nTips & Tricks: Radiation Protection in Radiography,\r\nSafety and Quality in Radiotherapy,\r\nCourse on Sealed Radioactive Sources,\r\nCourse on Fundamentals of Environmental Remediation,\r\nCourse on Planning for Environmental Remediation,\r\nKnowledge Management Orientation Course,\r\nFood Irradiation - Technology, Applications and Good Practices,\r\nEmployment:\r\nFrom 2010 to now: Academic staff, Nuclear Science and Technology Research Institute, Kargar Shomali, Tehran, Iran, P.O. Box: 14395-836.\r\nFrom 1997 to 2006: Expert of Materials Analysis and Characterization. Research Center of Agriculture and Medicine. Rajaeeshahr, Karaj, Iran, P. O. Box: 31585-498.",institutionString:"Atomic Energy Organization of Iran",institution:{name:"Atomic Energy Organization of Iran",country:{name:"Iran"}}},{id:"248279",title:"Dr.",name:"Monika",middleName:"Elzbieta",surname:"Machoy",slug:"monika-machoy",fullName:"Monika Machoy",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/248279/images/system/248279.jpeg",biography:"Monika Elżbieta Machoy, MD, graduated with distinction from the Faculty of Medicine and Dentistry at the Pomeranian Medical University in 2009, defended her PhD thesis with summa cum laude in 2016 and is currently employed as a researcher at the Department of Orthodontics of the Pomeranian Medical University. She expanded her professional knowledge during a one-year scholarship program at the Ernst Moritz Arndt University in Greifswald, Germany and during a three-year internship at the Technical University in Dresden, Germany. She has been a speaker at numerous orthodontic conferences, among others, American Association of Orthodontics, European Orthodontic Symposium and numerous conferences of the Polish Orthodontic Society. She conducts research focusing on the effect of orthodontic treatment on dental and periodontal tissues and the causes of pain in orthodontic patients.",institutionString:"Pomeranian Medical University",institution:{name:"Pomeranian Medical University",country:{name:"Poland"}}},{id:"252743",title:"Prof.",name:"Aswini",middleName:"Kumar",surname:"Kar",slug:"aswini-kar",fullName:"Aswini Kar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/252743/images/10381_n.jpg",biography:"uploaded in cv",institutionString:null,institution:{name:"KIIT University",country:{name:"India"}}},{id:"204256",title:"Dr.",name:"Anil",middleName:"Kumar",surname:"Kumar Sahu",slug:"anil-kumar-sahu",fullName:"Anil Kumar Sahu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/204256/images/14201_n.jpg",biography:"I have nearly 11 years of research and teaching experience. I have done my master degree from University Institute of Pharmacy, Pt. Ravi Shankar Shukla University, Raipur, Chhattisgarh India. I have published 16 review and research articles in international and national journals and published 4 chapters in IntechOpen, the world’s leading publisher of Open access books. I have presented many papers at national and international conferences. I have received research award from Indian Drug Manufacturers Association in year 2015. My research interest extends from novel lymphatic drug delivery systems, oral delivery system for herbal bioactive to formulation optimization.",institutionString:null,institution:{name:"Chhattisgarh Swami Vivekanand Technical University",country:{name:"India"}}},{id:"253468",title:"Dr.",name:"Mariusz",middleName:null,surname:"Marzec",slug:"mariusz-marzec",fullName:"Mariusz Marzec",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/253468/images/system/253468.png",biography:"An assistant professor at Department of Biomedical Computer Systems, at Institute of Computer Science, Silesian University in Katowice. Scientific interests: computer analysis and processing of images, biomedical images, databases and programming languages. He is an author and co-author of scientific publications covering analysis and processing of biomedical images and development of database systems.",institutionString:"University of Silesia",institution:null},{id:"212432",title:"Prof.",name:"Hadi",middleName:null,surname:"Mohammadi",slug:"hadi-mohammadi",fullName:"Hadi Mohammadi",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/212432/images/system/212432.jpeg",biography:"Dr. Hadi Mohammadi is a biomedical engineer with hands-on experience in the design and development of many engineering structures and medical devices through various projects that he has been involved in over the past twenty years. Dr. Mohammadi received his BSc. and MSc. degrees in Mechanical Engineering from Sharif University of Technology, Tehran, Iran, and his PhD. degree in Biomedical Engineering (biomaterials) from the University of Western Ontario. He was a postdoctoral trainee for almost four years at University of Calgary and Harvard Medical School. He is an industry innovator having created the technology to produce lifelike synthetic platforms that can be used for the simulation of almost all cardiovascular reconstructive surgeries. He’s been heavily involved in the design and development of cardiovascular devices and technology for the past 10 years. He is currently an Assistant Professor with the University of British Colombia, Canada.",institutionString:"University of British Columbia",institution:{name:"University of British Columbia",country:{name:"Canada"}}},{id:"254463",title:"Prof.",name:"Haisheng",middleName:null,surname:"Yang",slug:"haisheng-yang",fullName:"Haisheng Yang",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/254463/images/system/254463.jpeg",biography:"Haisheng Yang, Ph.D., Professor and Director of the Department of Biomedical Engineering, College of Life Science and Bioengineering, Beijing University of Technology. He received his Ph.D. degree in Mechanics/Biomechanics from Harbin Institute of Technology (jointly with University of California, Berkeley). Afterwards, he worked as a Postdoctoral Research Associate in the Purdue Musculoskeletal Biology and Mechanics Lab at the Department of Basic Medical Sciences, Purdue University, USA. He also conducted research in the Research Centre of Shriners Hospitals for Children-Canada at McGill University, Canada. Dr. Yang has over 10 years research experience in orthopaedic biomechanics and mechanobiology of bone adaptation and regeneration. He earned an award from Beijing Overseas Talents Aggregation program in 2017 and serves as Beijing Distinguished Professor.",institutionString:null,institution:{name:"Beijing University of Technology",country:{name:"China"}}},{id:"89721",title:"Dr.",name:"Mehmet",middleName:"Cuneyt",surname:"Ozmen",slug:"mehmet-ozmen",fullName:"Mehmet Ozmen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/89721/images/7289_n.jpg",biography:null,institutionString:null,institution:{name:"Gazi University",country:{name:"Turkey"}}},{id:"242893",title:"Ph.D. Student",name:"Joaquim",middleName:null,surname:"De Moura",slug:"joaquim-de-moura",fullName:"Joaquim De Moura",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/242893/images/7133_n.jpg",biography:"Joaquim de Moura received his degree in Computer Engineering in 2014 from the University of A Coruña (Spain). In 2016, he received his M.Sc degree in Computer Engineering from the same university. He is currently pursuing his Ph.D degree in Computer Science in a collaborative project between ophthalmology centers in Galicia and the University of A Coruña. His research interests include computer vision, machine learning algorithms and analysis and medical imaging processing of various kinds.",institutionString:null,institution:{name:"University of A Coruña",country:{name:"Spain"}}},{id:"294334",title:"B.Sc.",name:"Marc",middleName:null,surname:"Bruggeman",slug:"marc-bruggeman",fullName:"Marc Bruggeman",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/294334/images/8242_n.jpg",biography:"Chemical engineer graduate, with a passion for material science and specific interest in polymers - their near infinite applications intrigue me. \n\nI plan to continue my scientific career in the field of polymeric biomaterials as I am fascinated by intelligent, bioactive and biomimetic materials for use in both consumer and medical applications.",institutionString:null,institution:null},{id:"255757",title:"Dr.",name:"Igor",middleName:"Victorovich",surname:"Lakhno",slug:"igor-lakhno",fullName:"Igor Lakhno",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/255757/images/system/255757.jpg",biography:"Igor Victorovich Lakhno was born in 1971 in Kharkiv (Ukraine). \nMD – 1994, Kharkiv National Medical Univesity.\nOb&Gyn; – 1997, master courses in Kharkiv Medical Academy of Postgraduate Education.\nPh.D. – 1999, Kharkiv National Medical Univesity.\nDSC – 2019, PL Shupik National Academy of Postgraduate Education \nProfessor – 2021, Department of Obstetrics and Gynecology of VN Karazin Kharkiv National University\nHead of Department – 2021, Department of Perinatology, Obstetrics and gynecology of Kharkiv Medical Academy of Postgraduate Education\nIgor Lakhno has been graduated from international training courses on reproductive medicine and family planning held at Debrecen University (Hungary) in 1997. Since 1998 Lakhno Igor has worked as an associate professor in the department of obstetrics and gynecology of VN Karazin National University and an associate professor of the perinatology, obstetrics, and gynecology department of Kharkiv Medical Academy of Postgraduate Education. Since June 2019 he’s been a professor in the department of obstetrics and gynecology of VN Karazin National University and a professor of the perinatology, obstetrics, and gynecology department. He’s affiliated with Kharkiv Medical Academy of Postgraduate Education as a Head of Department from November 2021. Igor Lakhno has participated in several international projects on fetal non-invasive electrocardiography (with Dr. J. A. Behar (Technion), Prof. D. Hoyer (Jena University), and José Alejandro Díaz Méndez (National Institute of Astrophysics, Optics, and Electronics, Mexico). He’s an author of about 200 printed works and there are 31 of them in Scopus or Web of Science databases. Igor Lakhno is a member of the Editorial Board of Reproductive Health of Woman, Emergency Medicine, and Technology Transfer Innovative Solutions in Medicine (Estonia). He is a medical Editor of “Z turbotoyu pro zhinku”. Igor Lakhno is a reviewer of the Journal of Obstetrics and Gynaecology (Taylor and Francis), British Journal of Obstetrics and Gynecology (Wiley), Informatics in Medicine Unlocked (Elsevier), The Journal of Obstetrics and Gynecology Research (Wiley), Endocrine, Metabolic & Immune Disorders-Drug Targets (Bentham Open), The Open Biomedical Engineering Journal (Bentham Open), etc. He’s defended a dissertation for a DSc degree “Pre-eclampsia: prediction, prevention, and treatment”. Three years ago Igor Lakhno has participated in a training course on innovative technologies in medical education at Lublin Medical University (Poland). Lakhno Igor has participated as a speaker in several international conferences and congresses (International Conference on Biological Oscillations April 10th-14th 2016, Lancaster, UK, The 9th conference of the European Study Group on Cardiovascular Oscillations). His main scientific interests: are obstetrics, women’s health, fetal medicine, and cardiovascular medicine. \nIgor Lakhno is a consultant at Kharkiv municipal perinatal center. He’s graduated from training courses on endoscopy in gynecology. He has 28 years of practical experience in the field.",institutionString:null,institution:null},{id:"244950",title:"Dr.",name:"Salvatore",middleName:null,surname:"Di Lauro",slug:"salvatore-di-lauro",fullName:"Salvatore Di Lauro",position:null,profilePictureURL:"https://intech-files.s3.amazonaws.com/0030O00002bSF1HQAW/ProfilePicture%202021-12-20%2014%3A54%3A14.482",biography:"Name:\n\tSALVATORE DI LAURO\nAddress:\n\tHospital Clínico Universitario Valladolid\nAvda Ramón y Cajal 3\n47005, Valladolid\nSpain\nPhone number: \nFax\nE-mail:\n\t+34 983420000 ext 292\n+34 983420084\nsadilauro@live.it\nDate and place of Birth:\nID Number\nMedical Licence \nLanguages\t09-05-1985. Villaricca (Italy)\n\nY1281863H\n474707061\nItalian (native language)\nSpanish (read, written, spoken)\nEnglish (read, written, spoken)\nPortuguese (read, spoken)\nFrench (read)\n\t\t\nCurrent position (title and company)\tDate (Year)\nVitreo-Retinal consultant in ophthalmology. Hospital Clinico Universitario Valladolid. Sacyl. National Health System.\nVitreo-Retinal consultant in ophthalmology. Instituto Oftalmologico Recoletas. Red Hospitalaria Recoletas. Private practise.\t2017-today\n\n2019-today\n\t\n\t\nEducation (High school, university and postgraduate training > 3 months)\tDate (Year)\nDegree in Medicine and Surgery. University of Neaples 'Federico II”\nResident in Opthalmology. Hospital Clinico Universitario Valladolid\nMaster in Vitreo-Retina. IOBA. University of Valladolid\nFellow of the European Board of Ophthalmology. Paris\nMaster in Research in Ophthalmology. University of Valladolid\t2003-2009\n2012-2016\n2016-2017\n2016\n2012-2013\n\t\nEmployments (company and positions)\tDate (Year)\nResident in Ophthalmology. Hospital Clinico Universitario Valladolid. Sacyl.\nFellow in Vitreo-Retina. IOBA. University of Valladolid\nVitreo-Retinal consultant in ophthalmology. Hospital Clinico Universitario Valladolid. Sacyl. National Health System.\nVitreo-Retinal consultant in ophthalmology. Instituto Oftalmologico Recoletas. Red Hospitalaria Recoletas. \n\t2012-2016\n2016-2017\n2017-today\n\n2019-Today\n\n\n\t\nClinical Research Experience (tasks and role)\tDate (Year)\nAssociated investigator\n\n' FIS PI20/00740: DESARROLLO DE UNA CALCULADORA DE RIESGO DE\nAPARICION DE RETINOPATIA DIABETICA BASADA EN TECNICAS DE IMAGEN MULTIMODAL EN PACIENTES DIABETICOS TIPO 1. Grant by: Ministerio de Ciencia e Innovacion \n\n' (BIO/VA23/14) Estudio clínico multicéntrico y prospectivo para validar dos\nbiomarcadores ubicados en los genes p53 y MDM2 en la predicción de los resultados funcionales de la cirugía del desprendimiento de retina regmatógeno. Grant by: Gerencia Regional de Salud de la Junta de Castilla y León.\n' Estudio multicéntrico, aleatorizado, con enmascaramiento doble, en 2 grupos\nparalelos y de 52 semanas de duración para comparar la eficacia, seguridad e inmunogenicidad de SOK583A1 respecto a Eylea® en pacientes con degeneración macular neovascular asociada a la edad' (CSOK583A12301; N.EUDRA: 2019-004838-41; FASE III). Grant by Hexal AG\n\n' Estudio de fase III, aleatorizado, doble ciego, con grupos paralelos, multicéntrico para comparar la eficacia y la seguridad de QL1205 frente a Lucentis® en pacientes con degeneración macular neovascular asociada a la edad. (EUDRACT: 2018-004486-13). Grant by Qilu Pharmaceutical Co\n\n' Estudio NEUTON: Ensayo clinico en fase IV para evaluar la eficacia de aflibercept en pacientes Naive con Edema MacUlar secundario a Oclusion de Vena CenTral de la Retina (OVCR) en regimen de tratamientO iNdividualizado Treat and Extend (TAE)”, (2014-000975-21). Grant by Fundacion Retinaplus\n\n' Evaluación de la seguridad y bioactividad de anillos de tensión capsular en conejo. Proyecto Procusens. Grant by AJL, S.A.\n\n'Estudio epidemiológico, prospectivo, multicéntrico y abierto\\npara valorar la frecuencia de la conjuntivitis adenovírica diagnosticada mediante el test AdenoPlus®\\nTest en pacientes enfermos de conjuntivitis aguda”\\n. National, multicenter study. Grant by: NICOX.\n\nEuropean multicentric trial: 'Evaluation of clinical outcomes following the use of Systane Hydration in patients with dry eye”. Study Phase 4. Grant by: Alcon Labs'\n\nVLPs Injection and Activation in a Rabbit Model of Uveal Melanoma. Grant by Aura Bioscience\n\nUpdating and characterization of a rabbit model of uveal melanoma. Grant by Aura Bioscience\n\nEnsayo clínico en fase IV para evaluar las variantes genéticas de la vía del VEGF como biomarcadores de eficacia del tratamiento con aflibercept en pacientes con degeneración macular asociada a la edad (DMAE) neovascular. Estudio BIOIMAGE. IMO-AFLI-2013-01\n\nEstudio In-Eye:Ensayo clínico en fase IV, abierto, aleatorizado, de 2 brazos,\nmulticçentrico y de 12 meses de duración, para evaluar la eficacia y seguridad de un régimen de PRN flexible individualizado de 'esperar y extender' versus un régimen PRN según criterios de estabilización mediante evaluaciones mensuales de inyecciones intravítreas de ranibizumab 0,5 mg en pacientes naive con neovascularización coriodea secunaria a la degeneración macular relacionada con la edad. CP: CRFB002AES03T\n\nTREND: Estudio Fase IIIb multicéntrico, randomizado, de 12 meses de\nseguimiento con evaluador de la agudeza visual enmascarado, para evaluar la eficacia y la seguridad de ranibizumab 0.5mg en un régimen de tratar y extender comparado con un régimen mensual, en pacientes con degeneración macular neovascular asociada a la edad. CP: CRFB002A2411 Código Eudra CT:\n2013-002626-23\n\n\n\nPublications\t\n\n2021\n\n\n\n\n2015\n\n\n\n\n2021\n\n\n\n\n\n2021\n\n\n\n\n2015\n\n\n\n\n2015\n\n\n2014\n\n\n\n\n2015-16\n\n\n\n2015\n\n\n2014\n\n\n2014\n\n\n\n\n2014\n\n\n\n\n\n\n\n2014\n\nJose Carlos Pastor; Jimena Rojas; Salvador Pastor-Idoate; Salvatore Di Lauro; Lucia Gonzalez-Buendia; Santiago Delgado-Tirado. Proliferative vitreoretinopathy: A new concept of disease pathogenesis and practical\nconsequences. Progress in Retinal and Eye Research. 51, pp. 125 - 155. 03/2016. DOI: 10.1016/j.preteyeres.2015.07.005\n\n\nLabrador-Velandia S; Alonso-Alonso ML; Di Lauro S; García-Gutierrez MT; Srivastava GK; Pastor JC; Fernandez-Bueno I. Mesenchymal stem cells provide paracrine neuroprotective resources that delay degeneration of co-cultured organotypic neuroretinal cultures.Experimental Eye Research. 185, 17/05/2019. DOI: 10.1016/j.exer.2019.05.011\n\nSalvatore Di Lauro; Maria Teresa Garcia Gutierrez; Ivan Fernandez Bueno. Quantification of pigment epithelium-derived factor (PEDF) in an ex vivo coculture of retinal pigment epithelium cells and neuroretina.\nJournal of Allbiosolution. 2019. ISSN 2605-3535\n\nSonia Labrador Velandia; Salvatore Di Lauro; Alonso-Alonso ML; Tabera Bartolomé S; Srivastava GK; Pastor JC; Fernandez-Bueno I. Biocompatibility of intravitreal injection of human mesenchymal stem cells in immunocompetent rabbits. Graefe's archive for clinical and experimental ophthalmology. 256 - 1, pp. 125 - 134. 01/2018. DOI: 10.1007/s00417-017-3842-3\n\n\nSalvatore Di Lauro, David Rodriguez-Crespo, Manuel J Gayoso, Maria T Garcia-Gutierrez, J Carlos Pastor, Girish K Srivastava, Ivan Fernandez-Bueno. A novel coculture model of porcine central neuroretina explants and retinal pigment epithelium cells. Molecular Vision. 2016 - 22, pp. 243 - 253. 01/2016.\n\nSalvatore Di Lauro. Classifications for Proliferative Vitreoretinopathy ({PVR}): An Analysis of Their Use in Publications over the Last 15 Years. Journal of Ophthalmology. 2016, pp. 1 - 6. 01/2016. DOI: 10.1155/2016/7807596\n\nSalvatore Di Lauro; Rosa Maria Coco; Rosa Maria Sanabria; Enrique Rodriguez de la Rua; Jose Carlos Pastor. Loss of Visual Acuity after Successful Surgery for Macula-On Rhegmatogenous Retinal Detachment in a Prospective Multicentre Study. Journal of Ophthalmology. 2015:821864, 2015. DOI: 10.1155/2015/821864\n\nIvan Fernandez-Bueno; Salvatore Di Lauro; Ivan Alvarez; Jose Carlos Lopez; Maria Teresa Garcia-Gutierrez; Itziar Fernandez; Eva Larra; Jose Carlos Pastor. Safety and Biocompatibility of a New High-Density Polyethylene-Based\nSpherical Integrated Porous Orbital Implant: An Experimental Study in Rabbits. Journal of Ophthalmology. 2015:904096, 2015. DOI: 10.1155/2015/904096\n\nPastor JC; Pastor-Idoate S; Rodríguez-Hernandez I; Rojas J; Fernandez I; Gonzalez-Buendia L; Di Lauro S; Gonzalez-Sarmiento R. Genetics of PVR and RD. Ophthalmologica. 232 - Suppl 1, pp. 28 - 29. 2014\n\nRodriguez-Crespo D; Di Lauro S; Singh AK; Garcia-Gutierrez MT; Garrosa M; Pastor JC; Fernandez-Bueno I; Srivastava GK. Triple-layered mixed co-culture model of RPE cells with neuroretina for evaluating the neuroprotective effects of adipose-MSCs. Cell Tissue Res. 358 - 3, pp. 705 - 716. 2014.\nDOI: 10.1007/s00441-014-1987-5\n\nCarlo De Werra; Salvatore Condurro; Salvatore Tramontano; Mario Perone; Ivana Donzelli; Salvatore Di Lauro; Massimo Di Giuseppe; Rosa Di Micco; Annalisa Pascariello; Antonio Pastore; Giorgio Diamantis; Giuseppe Galloro. Hydatid disease of the liver: thirty years of surgical experience.Chirurgia italiana. 59 - 5, pp. 611 - 636.\n(Italia): 2007. ISSN 0009-4773\n\nChapters in books\n\t\n' Salvador Pastor Idoate; Salvatore Di Lauro; Jose Carlos Pastor Jimeno. PVR: Pathogenesis, Histopathology and Classification. Proliferative Vitreoretinopathy with Small Gauge Vitrectomy. Springer, 2018. ISBN 978-3-319-78445-8\nDOI: 10.1007/978-3-319-78446-5_2. \n\n' Salvatore Di Lauro; Maria Isabel Lopez Galvez. Quistes vítreos en una mujer joven. Problemas diagnósticos en patología retinocoroidea. Sociedad Española de Retina-Vitreo. 2018.\n\n' Salvatore Di Lauro; Salvador Pastor Idoate; Jose Carlos Pastor Jimeno. iOCT in PVR management. OCT Applications in Opthalmology. pp. 1 - 8. INTECH, 2018. DOI: 10.5772/intechopen.78774.\n\n' Rosa Coco Martin; Salvatore Di Lauro; Salvador Pastor Idoate; Jose Carlos Pastor. amponadores, manipuladores y tinciones en la cirugía del traumatismo ocular.Trauma Ocular. Ponencia de la SEO 2018..\n\n' LOPEZ GALVEZ; DI LAURO; CRESPO. OCT angiografia y complicaciones retinianas de la diabetes. PONENCIA SEO 2021, CAPITULO 20. (España): 2021.\n\n' Múltiples desprendimientos neurosensoriales bilaterales en paciente joven. Enfermedades Degenerativas De Retina Y Coroides. SERV 04/2016. \n' González-Buendía L; Di Lauro S; Pastor-Idoate S; Pastor Jimeno JC. Vitreorretinopatía proliferante (VRP) e inflamación: LA INFLAMACIÓN in «INMUNOMODULADORES Y ANTIINFLAMATORIOS: MÁS ALLÁ DE LOS CORTICOIDES. RELACION DE PONENCIAS DE LA SOCIEDAD ESPAÑOLA DE OFTALMOLOGIA. 10/2014.",institutionString:null,institution:null},{id:"265335",title:"Mr.",name:"Stefan",middleName:"Radnev",surname:"Stefanov",slug:"stefan-stefanov",fullName:"Stefan Stefanov",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/265335/images/7562_n.jpg",biography:null,institutionString:null,institution:null},{id:"243698",title:"Dr.",name:"Xiaogang",middleName:null,surname:"Wang",slug:"xiaogang-wang",fullName:"Xiaogang Wang",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/243698/images/system/243698.png",biography:"Dr. Xiaogang Wang, a faculty member of Shanxi Eye Hospital specializing in the treatment of cataract and retinal disease and a tutor for postgraduate students of Shanxi Medical University, worked in the COOL Lab as an international visiting scholar under the supervision of Dr. David Huang and Yali Jia from October 2012 through November 2013. Dr. Wang earned an MD from Shanxi Medical University and a Ph.D. from Shanghai Jiao Tong University. Dr. Wang was awarded two research project grants focused on multimodal optical coherence tomography imaging and deep learning in cataract and retinal disease, from the National Natural Science Foundation of China. He has published around 30 peer-reviewed journal papers and four book chapters and co-edited one book.",institutionString:null,institution:null},{id:"7227",title:"Dr.",name:"Hiroaki",middleName:null,surname:"Matsui",slug:"hiroaki-matsui",fullName:"Hiroaki Matsui",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Tokyo",country:{name:"Japan"}}},{id:"318905",title:"Prof.",name:"Elvis",middleName:"Kwason",surname:"Tiburu",slug:"elvis-tiburu",fullName:"Elvis Tiburu",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Ghana",country:{name:"Ghana"}}},{id:"336193",title:"Dr.",name:"Abdullah",middleName:null,surname:"Alamoudi",slug:"abdullah-alamoudi",fullName:"Abdullah Alamoudi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Majmaah University",country:{name:"Saudi Arabia"}}},{id:"318657",title:"MSc.",name:"Isabell",middleName:null,surname:"Steuding",slug:"isabell-steuding",fullName:"Isabell Steuding",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Harz University of Applied Sciences",country:{name:"Germany"}}},{id:"318656",title:"BSc.",name:"Peter",middleName:null,surname:"Kußmann",slug:"peter-kussmann",fullName:"Peter Kußmann",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Harz University of Applied Sciences",country:{name:"Germany"}}},{id:"338222",title:"Mrs.",name:"María José",middleName:null,surname:"Lucía Mudas",slug:"maria-jose-lucia-mudas",fullName:"María José Lucía Mudas",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Carlos III University of Madrid",country:{name:"Spain"}}}]}},subseries:{item:{id:"19",type:"subseries",title:"Animal Science",keywords:"Animal Science, Animal Biology, Wildlife Species, Domesticated Animals",scope:"The Animal Science topic welcomes research on captive and wildlife species, including domesticated animals. The research resented can consist of primary studies on various animal biology fields such as genetics, nutrition, behavior, welfare, and animal production, to name a few. Reviews on specialized areas of animal science are also welcome.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/19.jpg",hasOnlineFirst:!0,hasPublishedBooks:!0,annualVolume:11415,editor:{id:"259298",title:"Dr.",name:"Edward",middleName:null,surname:"Narayan",slug:"edward-narayan",fullName:"Edward Narayan",profilePictureURL:"https://mts.intechopen.com/storage/users/259298/images/system/259298.jpeg",biography:"Dr. Edward Narayan graduated with Ph.D. degree in Biology from the University of the South Pacific and pioneered non-invasive reproductive and stress endocrinology tools for amphibians - the novel development and validation of non-invasive enzyme immunoassays for the evaluation of reproductive hormonal cycle and stress hormone responses to environmental stressors. \nDr. Narayan leads the Stress Lab (Comparative Physiology and Endocrinology) at the University of Queensland. A dynamic career research platform which is based on the thematic areas of comparative vertebrate physiology, stress endocrinology, reproductive endocrinology, animal health and welfare, and conservation biology. \nEdward has supervised 40 research students and published over 60 peer reviewed research.",institutionString:null,institution:{name:"University of Queensland",institutionURL:null,country:{name:"Australia"}}},editorTwo:null,editorThree:null,series:{id:"13",title:"Veterinary Medicine and Science",doi:"10.5772/intechopen.73681",issn:"2632-0517"},editorialBoard:[{id:"258334",title:"Dr.",name:"Carlos Eduardo",middleName:null,surname:"Fonseca-Alves",slug:"carlos-eduardo-fonseca-alves",fullName:"Carlos Eduardo Fonseca-Alves",profilePictureURL:"https://mts.intechopen.com/storage/users/258334/images/system/258334.jpg",institutionString:null,institution:{name:"Universidade Paulista",institutionURL:null,country:{name:"Brazil"}}},{id:"191123",title:"Dr.",name:"Juan José",middleName:null,surname:"Valdez-Alarcón",slug:"juan-jose-valdez-alarcon",fullName:"Juan José Valdez-Alarcón",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSBfcQAG/Profile_Picture_1631354558068",institutionString:"Universidad Michoacana de San Nicolás de Hidalgo",institution:{name:"Universidad Michoacana de San Nicolás de Hidalgo",institutionURL:null,country:{name:"Mexico"}}},{id:"161556",title:"Dr.",name:"Maria Dos Anjos",middleName:null,surname:"Pires",slug:"maria-dos-anjos-pires",fullName:"Maria Dos Anjos Pires",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bS8q2QAC/Profile_Picture_1633432838418",institutionString:null,institution:{name:"University of Trás-os-Montes and Alto Douro",institutionURL:null,country:{name:"Portugal"}}},{id:"209839",title:"Dr.",name:"Marina",middleName:null,surname:"Spinu",slug:"marina-spinu",fullName:"Marina Spinu",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRLXpQAO/Profile_Picture_1630044895475",institutionString:null,institution:{name:"University of Agricultural Sciences and Veterinary Medicine of Cluj-Napoca",institutionURL:null,country:{name:"Romania"}}},{id:"92185",title:"Dr.",name:"Sara",middleName:null,surname:"Savic",slug:"sara-savic",fullName:"Sara Savic",profilePictureURL:"https://mts.intechopen.com/storage/users/92185/images/system/92185.jfif",institutionString:'Scientific Veterinary Institute "Novi Sad"',institution:{name:'Scientific Veterinary Institute "Novi Sad"',institutionURL:null,country:{name:"Serbia"}}}]},onlineFirstChapters:{paginationCount:14,paginationItems:[{id:"82457",title:"Canine Hearing Management",doi:"10.5772/intechopen.105515",signatures:"Peter M. Skip Scheifele, Devan Marshall, Stephen Lee, Paul Reid, Thomas McCreery and David Byrne",slug:"canine-hearing-management",totalDownloads:5,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Recent Advances in Canine Medicine",coverURL:"https://cdn.intechopen.com/books/images_new/11580.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"82285",title:"Parvovirus Vectors: The Future of Gene Therapy",doi:"10.5772/intechopen.105085",signatures:"Megha Gupta",slug:"parvovirus-vectors-the-future-of-gene-therapy",totalDownloads:6,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Recent Advances in Canine Medicine",coverURL:"https://cdn.intechopen.com/books/images_new/11580.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"82170",title:"Equine Stress: Neuroendocrine Physiology and Pathophysiology",doi:"10.5772/intechopen.105045",signatures:"Milomir Kovac, Tatiana Vladimirovna Ippolitova, Sergey Pozyabin, Ruslan Aliev, Viktoria Lobanova, Nevena Drakul and Catrin S. Rutland",slug:"equine-stress-neuroendocrine-physiology-and-pathophysiology",totalDownloads:2,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"81793",title:"Canine parvovirus-2: An Emerging Threat to Young Pets",doi:"10.5772/intechopen.104846",signatures:"Mithilesh Singh, Rajendran Manikandan, Ujjwal Kumar De, Vishal Chander, Babul Rudra Paul, Saravanan Ramakrishnan and Darshini Maramreddy",slug:"canine-parvovirus-2-an-emerging-threat-to-young-pets",totalDownloads:19,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Recent Advances in Canine Medicine",coverURL:"https://cdn.intechopen.com/books/images_new/11580.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"81271",title:"The Diversity of Parvovirus Telomeres",doi:"10.5772/intechopen.102684",signatures:"Marianne Laugel, Emilie Lecomte, Eduard Ayuso, Oumeya Adjali, Mathieu Mével and Magalie Penaud-Budloo",slug:"the-diversity-of-parvovirus-telomeres",totalDownloads:38,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Recent Advances in Canine Medicine",coverURL:"https://cdn.intechopen.com/books/images_new/11580.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"79209",title:"Virtual Physiology: A Tool for the 21st Century",doi:"10.5772/intechopen.99671",signatures:"Carmen Nóbrega, Maria Aires Pereira, Catarina Coelho, Isabel Brás, Ana Cristina Mega, Carla Santos, Fernando Esteves, Rita Cruz, Ana I. Faustino-Rocha, Paula A. Oliveira, João Mesquita and Helena Vala",slug:"virtual-physiology-a-tool-for-the-21st-century",totalDownloads:153,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"78543",title:"Pulmonary Vein: Embryology, Anatomy, Function and Disease",doi:"10.5772/intechopen.100051",signatures:"Chan I-Ping and Hsueh Tung",slug:"pulmonary-vein-embryology-anatomy-function-and-disease",totalDownloads:183,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"78564",title:"Anatomy of the Rhesus Monkey (Macaca mulatta): The Essentials for the Biomedical Researcher",doi:"10.5772/intechopen.99067",signatures:"Christophe Casteleyn and Jaco Bakker",slug:"anatomy-of-the-rhesus-monkey-macaca-mulatta-the-essentials-for-the-biomedical-researcher",totalDownloads:358,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"77999",title:"Bronchus-Associated Lymphoid Tissue (BALT) Histology and Its Role in Various Pathologies",doi:"10.5772/intechopen.99366",signatures:"Tuba Parlak Ak",slug:"bronchus-associated-lymphoid-tissue-balt-histology-and-its-role-in-various-pathologies",totalDownloads:212,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"78242",title:"Genomic Instability and Cyto-Genotoxic Damage in Animal Species",doi:"10.5772/intechopen.99685",signatures:"María Evarista Arellano-García, Olivia Torres-Bugarín, Maritza Roxana García-García, Daniel García-Flores, Yanis Toledano-Magaña, Cinthya Sofia Sanabria-Mora, Sandra Castro-Gamboa and Juan Carlos García-Ramos",slug:"genomic-instability-and-cyto-genotoxic-damage-in-animal-species",totalDownloads:150,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"78503",title:"Biomechanics of the Canine Elbow Joint",doi:"10.5772/intechopen.99569",signatures:"Thomas Rohwedder",slug:"biomechanics-of-the-canine-elbow-joint",totalDownloads:180,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"78018",title:"Application of Noble Metals in the Advances in Animal Disease Diagnostics",doi:"10.5772/intechopen.99162",signatures:"Gabriel Alexis S.P. Tubalinal, Leonard Paulo G. Lucero, Jim Andreus V. Mangahas, Marvin A. Villanueva and Claro N. Mingala",slug:"application-of-noble-metals-in-the-advances-in-animal-disease-diagnostics",totalDownloads:111,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"77455",title:"Marek’s Disease Is a Threat for Large Scale Poultry Production",doi:"10.5772/intechopen.98939",signatures:"Wojciech Kozdruń, Jowita Samanta Niczyporuk and Natalia Styś-Fijoł",slug:"marek-s-disease-is-a-threat-for-large-scale-poultry-production",totalDownloads:261,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"74655",title:"Taxon-Specific Pair Bonding in Gibbons (Hylobatidae)",doi:"10.5772/intechopen.95270",signatures:"Thomas Geissmann, Simone Rosenkranz-Weck, Judith J.G.M. Van Der Loo and Mathias Orgeldinger",slug:"taxon-specific-pair-bonding-in-gibbons-hylobatidae",totalDownloads:399,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}}]},publishedBooks:{paginationCount:1,paginationItems:[{type:"book",id:"7437",title:"Nanomedicines",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/7437.jpg",slug:"nanomedicines",publishedDate:"February 13th 2019",editedByType:"Edited by",bookSignature:"Muhammad Akhyar Farrukh",hash:"0e1f5f6258f074c533976c4f4d248568",volumeInSeries:5,fullTitle:"Nanomedicines",editors:[{id:"63182",title:"Dr.",name:"Muhammad Akhyar",middleName:null,surname:"Farrukh",slug:"muhammad-akhyar-farrukh",fullName:"Muhammad Akhyar Farrukh",profilePictureURL:"https://mts.intechopen.com/storage/users/63182/images/system/63182.png",institutionString:"Forman Christian College",institution:{name:"Forman Christian College",institutionURL:null,country:{name:"Pakistan"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},testimonialsList:[{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:"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:"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:9,numberOfPublishedChapters:90,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:104,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:32,numberOfPublishedChapters:319,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:12,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:11,numberOfPublishedChapters:141,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:8,numberOfPublishedChapters:133,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!0},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:113,numberOfOpenTopics:3,numberOfUpcomingTopics:1,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:107,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:19,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:5,numberOfOpenTopics:1,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!0},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:0,numberOfPublishedChapters:16,numberOfOpenTopics:5,numberOfUpcomingTopics:0,issn:null,doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],subseriesList:[{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:[{type:"book",id:"11672",title:"Chemokines Updates",subtitle:null,isOpenForSubmission:!0,hash:"c00855833476a514d37abf7c846e16e9",slug:null,bookSignature:"Prof. Murat Şentürk",coverURL:"https://cdn.intechopen.com/books/images_new/11672.jpg",editedByType:null,submissionDeadline:"May 6th 2022",editors:[{id:"14794",title:"Prof.",name:"Murat",middleName:null,surname:"Şentürk",slug:"murat-senturk",fullName:"Murat Şentürk",profilePictureURL:"https://mts.intechopen.com/storage/users/14794/images/system/14794.jpeg",biography:"Dr. Murat Şentürk obtained a baccalaureate degree in Chemistry in 2002, a master’s degree in Biochemistry in 2006, and a doctorate degree in Biochemistry in 2009 from Atatürk University, Turkey. Dr. Şentürk currently works as an professor of Biochemistry in the Department of Basic Pharmacy Sciences, Faculty of Pharmacy, Ağri Ibrahim Cecen University, Turkey. \nDr. Şentürk published over 120 scientific papers, reviews, and book chapters and presented several conferences to scientists. \nHis research interests span enzyme inhibitor or activator, protein expression, purification and characterization, drug design and synthesis, toxicology, and pharmacology. \nHis research work has focused on neurodegenerative diseases and cancer treatment. Dr. Şentürk serves as the editorial board member of several international journals.",institutionString:"Ağrı İbrahim Çeçen University",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"1",institution:{name:"Ağrı İbrahim Çeçen University",institutionURL:null,country:{name:"Turkey"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}],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:"July 5th, 2022",hasOnlineFirst:!0,numberOfOpenTopics:4,numberOfPublishedChapters:320,numberOfPublishedBooks:32,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:null,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:"chapter.detail",path:"/chapters/6135",hash:"",query:{},params:{id:"6135"},fullPath:"/chapters/6135",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)}()