Success rate for step climbing (0.3 km/h), reason for failure, and test number.
\r\n\tThis book aims to expose the recent advances in the research and development of chemical and biochemical processes to obtain bio-based chemical compounds and fuels from glycerol.
\r\n\r\n\tChapters dealing with the synthesis and characterization of catalysts (single and mixed hydroxides and oxides, supported catalysts, zeolites, heteropolyacids, pillared-clays, and metal-organic frameworks) and biocatalysts (novel microbial and fungi cultures, immobilized cells, immobilized enzymes, and nanobiocatalysts) to carry out the conversion of glycerol, as well as their testing in discontinuous and continuous stirred reactors, fixed-bed, fluidized-bed, trickle-bed, bubble column, airlift and membrane (bio)reactors are welcome.
\r\n\r\n\tThe book will comprise, but will not be limited to, the homogeneous and heterogeneous chemical reactions of glycerol such as dehydration, hydrogenolysis, partial oxidation, steam- and dry-reforming, glycerol to hydrocarbon fuels and aromatics, (trans)esterification, etherification, halogenation, ammoxidation, as well as supercritical, and photocatalytic processes.
\r\n\r\n\tAdditionally, we hope to cover the bioprocessing of glycerol, including microbial and fungal fermentation and enzymatic reactions to obtain C2-C4 alcohols, diols, hydrogen, methane, organic acids, dihydroxyacetone, biopolymers, and others.
\r\n\tThe book will also deal with the engineering aspects of glycerol processing, such as chemical equilibrium of glycerol reactions, reaction kinetics, (bio)reactor modeling, as well as process simulation and optimization of process variables and reactors.
A wheeled mechanism can be easily controlled on a flat road and excels in energy efficiency. Many wheelchairs, carts, and robots that are used in offices or houses have wheeled mechanisms. On the other hand, they face problems with the steps that are commonly found in living spaces. Wheeled mechanisms that can navigate steps or stairs have been widely researched. Such studies have examined additional legs [1, 2], a combination of an adjustable center of gravity and multiple wheels [3], special wheels [4, 5], hopping robots [6], additional driving wheel systems [7], and multiple robots that have forklift mechanisms for climbing steps [8].
We have previously reported cooperative step climbing [9] and descending [10] using two wheeled robots, and we studied step climbing using a wheelchair and a wheeled robot connected by a passive link [11]. We also investigated wheelchair step climbing support by a partner robot equipped with dual manipulators [12, 13]. The above studies were conducted using autonomous or teleoperated robots, both of which have merits and demerits. It is therefore necessary to construct a robot system that is most appropriate for the desired purpose.
The purpose of the present paper is to evaluate the performance of two connected wheeled robots that are teleoperated by individual operators. Teleoperated robots can have cameras and manipulators on their bodies that allow them to be controlled by an operator. They may also be controlled by viewing images obtained from an external camera. This ability to be controlled by humans is one of their advantages.
However, the operators need to pay close attention when robots must be operated with pinpoint precision. For example, when teleoperated robots cooperate with each other to transport an object, interactive forces caused by delays in operation act on the robots. The robots must incline to climb a step, and the interactive forces between robots are always changing. This causes errors in movement or step climbing. Thus, step climbing under control by two operators is not simple. This is therefore the subject of the present study.
The remainder of this paper is organized as follows. Section 2 describes the cooperative system, and Section 3 describes the process of climbing a step. Section 4 presents a theoretical analysis and the results of simulations. Section 5 describes the experiment and results, and Section 6 presents a discussion of the experiments. Finally, Section 7 presents the conclusion of the present paper.
The two robots used in the present study were wheeled robots that were developed in our laboratory (Figure 1). Each robot has a pair of front wheels and a pair of rear wheels. The front wheels are casters, and the rear wheels are driving wheels. The robots are connected by a link mechanism, referred to herein as a passive link, and the connecting link positions have free joints. Both robots have mechanisms to change the heights of the connecting positions of the passive link. This step climbing method is affected by the positions of the passive link (see Section 3), and we determined the suitable link positions to overcome a step [14]. The robots are deployed in a forward-and-aft configuration using the link. In the present paper, we refer to the front robot as
Robots connected by passive link.
Schematic of cooperative step climbing and descending robots.
Figure 3(a) and (b) shows the configuration of
Configuration of (a)
The robots have ball screw mechanisms to climb a step and are able to change the link height (see Section 3, Figure 4).
Passive link mechanism.
Joystick for manipulating
Each robot was teleoperated by one operator. In the present paper, we refer to the operator of
Both robots had a camera (ELECOM UCAM-E130HWH, maximum resolution: 1280 × 1024, frame rate: 30 fps (640 × 480 pixels), 10 fps (1280 × 1024 pixels)) on their front (Figure 6). The cameras are connected to the PC using USB cables, and moving images from both cameras (Figure 7(a) and (b)) were displayed on the
Cameras on
Moving images from (a)
PC screen for robot operators.
The angles
The proposed method uses the equilibrium of the robots during step climbing. The two connected robots climb a step sequentially. In the present study, stages 1 and 2 indicate the processes in which the front and rear wheels, respectively, of
Entire process of step climbing.
<1> Both operators perceive the step using the moving images from the cameras on the robots (Figure 7). The link height of
<5> The operators make the robots continue to move forward. The back wheels of
<9> After
<13> The operators make the robots continue to move forward. The back wheels of
When
In this section, we clarify the relationships among the robot incline, the velocity, and the manipulation time.
In Figure 10,
Lifting the front wheels of
The position vectors for the joints in the coordinate system
Then,
Thus,
The incline of
Here,
In the basic coordinate system
Here,
Then,
In this system
Thus, we have:
Here
The homogeneous transformation matrix,
Here,
From (1) and (3), when
and
Thus, we have:
By substituting (9) for (15), we have:
where
From (8), (16), and (17), we obtain:
Here,
Then,
When the operator begins to teleoperate the robots
Here,
After manipulating the robots for
Here,
Based on (19) and (20), the movement distance of
Here,
and
After manipulating the robots for a time
and
Here,
From (17) and (18), we obtain
and
Substituting (22) and (23) for (21), we obtain:
From (26)–(29), the relationships among the velocity of
Height range of the front wheels of
In
Tipping over backward of
When the horizontal position of the center of gravity is at the contact position between the rear wheels and the road (Figure 11(b)), the height of the bottom of the front wheels is
Link touching the front part of
We performed a numerical calculation to clarify the correlations among the manipulation time to lift the front wheels, the robot velocity, and the height of the front wheels using (29).
The horizontal axes in Figure 14(a)–(c) show the manipulation time for lifting of the front wheels,
Relationships among the manipulation time (
When
Similarly,
In Sections 5 and 6, we discuss the influence of the velocity difference for manipulation of the robots.
The two robots were teleoperated by individual operators (Figure 15). Using joysticks (Figure 5), the robots were moved at speeds that were set by the program. Six subjects (five adult males and an adult female) participated as robot operators in the experiments.
Step climbing experiment.
The six subjects were labeled
Three experiments were conducted, in which the robot velocities were 0.3, 0.4, and 0.5 km/h. The step height and the friction coefficient were constant at
The subjects understood the step climbing process and learned how to teleoperate the robots before the experiments. The subjects repeated the test 20 times for each experiment, as was explained before the experiments. When either robot was unable to climb the step, the reason for the failure was recorded. The postures of the robots were then corrected, and the operators restarted the test.
The case in which either of the robots was not able to climb the step was taken to be a step climbing failure. The case in which the both robots were able to climb the step was taken to be a step climbing success.
Tables 1–3 show the results of the experiments for the cases in which the moving robot velocities were 0.3, 0.4, and 0.5 km/h, respectively. The numbers listed in the tables are the test numbers when the robots failed to climb the step, and Col.AS, Tip.A, Col.BS, and Tip.B are the reasons for failure. Here, Col.AS, Tip.A, Col.BS, and Tip.B indicate a collision between the front wheels of
Collision between the front wheels and the step wall.
Group | Success rate (%) | Reason for failure and test number | |||
---|---|---|---|---|---|
[Col. AS] | [Tip.A] | [Col.BS] | [Tip.B] | ||
85 | 3 11 15 | — — — | — — — | — — — | |
85 | 1 8 11 | — — — | — — — | — — — | |
90 | 3 4 | — — | — — | — — |
Success rate for step climbing (0.3 km/h), reason for failure, and test number.
Group | Success rate (%) | Reason for failure and test number | |||
---|---|---|---|---|---|
[Col. AS] | [Tip.A] | [Col.BS] | [Tip.B] | ||
100 | — | — | — | — | |
75 | 2 3 7 — 20 | — — — — — | — — — 11 — | — — — — — | |
100 | — | — | — | — |
Success rate for step climbing (0.4 km/h), reason for failure, and test number.
Group | Success rate (%) | Reason for failure and test number | |||
---|---|---|---|---|---|
[Col. AS] | [Tip.A] | [Col.BS] | [Tip.B] | ||
75 | 1 — — — — | — 2 — — — | — — 4 7 8 | — — — — — | |
80 | — — — — | — 18 19 20 | 14 — — — | — — — — | |
100 | — | — | — | — |
Success rate for step climbing (0.5 km/h), reason for failure, and test number.
In the first experiment (Table 1: velocity, 0.3 km/h; success, 52 times; failure, eight times), the success rates for groups
In the second experiment (Table 2: velocity, 0.4 km/h; success, 55 times; failure, five times), the success rates for groups
The reasons for failure for the groups were collision between the front wheels of
Table 4 lists the ratios for the reasons for failure of the robots to climb the step. The total number of failures for group
Group (total number of failures) | Ratio of reason for failure | |||
---|---|---|---|---|
[Col. AS] (%) | [Tip.A] (%) | [Col.BS] (%) | [Tip.B] | |
50 | 12.5 | 37.5 | 0 | |
58.33 | 25 | 16.67 | 0 | |
100 | 0 | 0 | 0 | |
Three groups | 59.09 | 18.18 | 22.73 | 0 |
Ratio of reason for failure of the robots to climb the step (0.3–0.5 km/h).
The most common reason for failure is collision between the front wheels of
In this section, we discuss the remote operability of the proposed system based on the results of experiments.
Figure 17(a) shows the correlation between the robot velocity and the success rate for step climbing for the three experiments by group (Tables 1–3). The success rate for group
Ratio of successful step climbing: (a) success rate for each group and (b) total success rate for the three groups.
Figure 17(b) shows the total success rate at 0.3–0.5 km/h for the three groups (Tables 1–3). The results of the experiments were different from what we had expected, and the remote operability of the step climbing system did not depend on the velocity of the robots. If the velocity is sufficiently higher than 0.5 km/h, the success rate is likely to be reduced. The operators had to manipulate the robots hurriedly in the experiment in which the velocity was 0.5 km/h. However, the step climbing method was based on the premise that the robots move slowly and in balance with each other and using fast robots is beyond the scope of the proposed method.
As mentioned above, all subjects knew the step climbing procedure before the experiments and became sufficiently proficient at teleoperating the robots. The experiments were carried out at velocities of 0.3, 0.4, and 0.5 km/h, and 20 tests were performed for each velocity. Thus, each subject performed a total of 60 tests. Tables 1–3 show that the failures in the experiments by the three groups occurred not only in the early stages of each experiment (1st–7th test) but also in the final stages (14th–20th test). If the subjects did not have sufficient skill to operate the robots, failures should frequently have occurred in the early stages of the experiments at 0.3 km/h. The skill of the operators would be expected to improve as the tests progressed, thus reducing the failure rate in the later tests at each velocity. Also, if the subjects did not have enough skill to react to the speed of the robot, failures should frequently have occurred in the early stages of each experiment (1st–7th test). However, from the results (Tables 1–3), failures also occurred in the final stages (14th–20th test), and the success rate was not improved except for group γ (Figure 17(a)). Thus, as far as these experiments are concerned, it is clear that the reason for failure was not lack of operator skill.
Based on interviews with subjects after the experiments, one reason for failure was a lack of information while teleoperating the robots. In these experiments, each robot had one camera on its body, and each subject teleoperated a robot while viewing moving images. The inclines of the robot cameras were set such that the subjects were always able to view the moving images of
We conducted an additional experiment in which a fixed external camera was installed that could view both robots at the same time (see Appendix B, Figures B1 and B2). This experiment was performed using only a single group. However, based on the results, we are fairly certain that using an external camera is effective for teleoperation.
Table 5 lists the total success rate for step climbing for each group (0.3–0.5 km/h). The results for group
Group | Total success rate for step climbing (%) |
---|---|
86.67 80 96.67 |
Total success rate for step climbing for each group (0.3–0.5 km/h).
In the experiment in which the velocity of the robots was 0.5 km/h, the operators had to teleoperate the robots hurriedly, and as a whole did not have enough time to converse while manipulating the robots.
The subjects in group
In contrast, the subjects of group
Based on the results of the experiments, it is clear that the cooperative step climbing method can be performed using teleoperated robots. However, it seems reasonable to assume that the ability of the robot system was greatly influenced by loss of concentration and conversation between the robot operators. Even if the operators had sufficient skill to manipulate the robot, they sometimes became tired, and did not converse. The construction of an assist system for manipulation should improve the step climbing ability.
The present paper described cooperative step climbing using two wheeled robots connected by a passive link. We constructed a teleoperated robot system and carried out experiments. Our conclusions are as follows:
The cooperative step climbing method is practical even if the robots are controlled by teleoperation.
A theoretical analysis and the results of simulations clarified the correlations among the manipulation time for the robot, the velocity of the robot, and the height of the front wheels in climbing a step.
The ability of operators who reached sufficient proficiency in teleoperating the robots does not depend on the velocity of the robots.
It was difficult to perform teleoperation using only moving images from the cameras on the robots because the operators were not able to recognize the overall status of the robots during step climbing.
Approximately 82% of the step climbing failures were due to collisions between the front wheels and the step. If the robots have an assistance system that can detect the distance between the robot and a step, the capabilities of such teleoperated robots should improve greatly.
Loss of concentration by the operators greatly influenced the operation. Even if the operators had sufficient skill to manipulate the robot, when they became tired, the success rate for step climbing decreased. The robots are connected by a link and are affected by the force exerted by each other. Therefore, when one or both operators lose concentration, the robots are not able to ascend the step.
It is reasonable to assume that conversation between the operators made up for lack of information during teleoperation.
In the future, we intend to construct an augmented reality system to improve remote operability and to perform experiments to confirm its validity. In addition, we will construct an autonomous robot that has sensors and stereo cameras.
Overall length | 315 mm |
Overall height | 395 mm |
Radius of front wheels ( | 45 mm |
Radius of rear wheels ( | 80 mm |
Wheelbase ( | 190 mm |
Position of gravity center ( | 82 mm |
Height of gravity center ( | 74 mm |
Link position from rear axle ( | 65 mm |
Height of link position ( | 40–240 mm |
Camera height ( | 40 mm |
Camera position ( | 95 mm |
Mass ( | 11.2 kg |
Length of link ( | 200 mm |
Specifications of
Overall length | 315 mm |
Overall height | 365 mm |
Radius of front wheels ( | 45 mm |
Radius of rear wheels ( | 80 mm |
Wheelbase ( | 190 mm |
Position of gravity center ( | 92 mm |
Height of gravity center ( | 75 mm |
Link position from front axle ( | 50 mm |
Height of link position ( | 160 mm |
Camera height ( | 300 mm |
Camera position ( | 75 mm |
Mass ( | 9 kg |
Specifications of
Group
A schematic of the setup used in an experiment in which an external camera (iBuffalo BSW3KMW01, maximum frame rate: 30 fps) was used to view both the robots and the step together.
The robots did not have a camera on their body in this case, but the operators were able to determine the status of the robots using the external camera.
Group | Success rate | Reason for failure and test number | |||
---|---|---|---|---|---|
[Col. AS] | [Tip.A] | [Col.BS] | [Tip.B] | ||
95% | 18th | — | — | — |
Ratio of reason for failure of the robots to climb the step (0.3–0.5 km/h).
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\n\nBased on your preferences and the stage of your scientific projects, you have multiple options for publishing your scientific research with IntechOpen:
\n\nPeer Review Policies
\n\nAll scientific Works are subject to Peer Review prior to publishing.
\n\n\n\nCosts
\n\nThe Open Access publishing model followed by IntechOpen eliminates subscription charges and pay-per-view fees, thus enabling readers to access research at no cost to themselves. In order to sustain these operations, and keep our publications freely accessible, we levy an Open Access Publishing Fee on all manuscripts accepted for publication to help cover the costs of editorial work and the production of books.
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In addition, integrated thinking philosophy provides systematic disclosure of value creation, namely how organizations made resource allocations in the past and how they will create value in the future according to their business models.",book:{id:"6000",slug:"accounting-and-corporate-reporting-today-and-tomorrow",title:"Accounting and Corporate Reporting",fullTitle:"Accounting and Corporate Reporting - Today and Tomorrow"},signatures:"Pınar Okan Gökten and Beyhan Marşap",authors:[{id:"204188",title:"Ph.D.",name:"Pınar",middleName:null,surname:"Okan Gokten",slug:"pinar-okan-gokten",fullName:"Pınar Okan Gokten"},{id:"204189",title:"Prof.",name:"Beyhan",middleName:null,surname:"Marsap",slug:"beyhan-marsap",fullName:"Beyhan Marsap"}]},{id:"55385",doi:"10.5772/intechopen.68778",title:"Public Accounting Reform from Institutional Theory Perspectives: Case of Turkey",slug:"public-accounting-reform-from-institutional-theory-perspectives-case-of-turkey",totalDownloads:1714,totalCrossrefCites:1,totalDimensionsCites:3,abstract:"In the literature, it is often found that institutional theory is used as the theoretical framework to explain the development and application of accounting. By means of these studies, it becomes easier to understand accounting as a social and political activity within itself and thus to be able to understand the economic, institutional, political and social environment of the turnover of the practices. In this regard, the main aim of this study is to explain the development of the public accounting system in Turkey with the help of institutional theory. Thus, it is aimed to explain all the dynamics that provide the institutionalization of state account in the national sense, together with the economic, political and social processes of the period in question. It is revealed that the regulatory arrangements directly contribute to the institutionalization of a field, and as a result, how the public organizations directly contribute to the institutionalization process.",book:{id:"6000",slug:"accounting-and-corporate-reporting-today-and-tomorrow",title:"Accounting and Corporate Reporting",fullTitle:"Accounting and Corporate Reporting - Today and Tomorrow"},signatures:"Ceray Aldemir and Tuğba Uçma Uysal",authors:[{id:"204342",title:"Dr.",name:"Ceray",middleName:null,surname:"Aldemir",slug:"ceray-aldemir",fullName:"Ceray Aldemir"},{id:"204348",title:"Dr.",name:"Tugba",middleName:null,surname:"Ucma Uysal",slug:"tugba-ucma-uysal",fullName:"Tugba Ucma Uysal"}]},{id:"56092",doi:"10.5772/intechopen.69103",title:"Value Relevance of Accounting Data in an Emerging Market: Did Accounting Reforms Make a Difference?",slug:"value-relevance-of-accounting-data-in-an-emerging-market-did-accounting-reforms-make-a-difference-",totalDownloads:1453,totalCrossrefCites:3,totalDimensionsCites:3,abstract:"This study investigates the association of accounting earnings (NI) and book value of equity (BV) with stock prices in Istanbul Stock Exchange (ISE), currently Borsa Istanbul (BIST), during the 1992–2006 period. We also explore the effect of accounting reforms on value relevance that is measured as the strength of the association between a firm’s NI and BV and its market value. We specifically investigate the impact of the Turkish Uniform Chart of Accounts (1994), mandatory inflation accounting, consolidations and voluntary (2003–2004), and the mandatory (2005) adoption of International Financial Reporting Standards (IFRS). We hypothesize that these reforms have reduced information asymmetry and thus are expected to enhance the value relevance of accounting information. We find strong evidence that the Ohlson model is a valid model, and BV is more value relevant than NI in BIST. We also find that inflation accounting and consolidations have enhanced the value relevance of BV, while IFRS has increased the value relevance of NI, but reduced that of BV. We contribute to the debate by exploiting the unique sequence of reforms, to come up with comparative value relevance testing designs and interesting results for all major reforms, which we believe will be instructive for researchers and for all emerging and developed economies undergoing similar reforms and best practices.",book:{id:"6000",slug:"accounting-and-corporate-reporting-today-and-tomorrow",title:"Accounting and Corporate Reporting",fullTitle:"Accounting and Corporate Reporting - Today and Tomorrow"},signatures:"Mine Aksu, Ayse Tansel Cetin and Can Simga Mugan",authors:[{id:"203574",title:"Associate Prof.",name:"Mine",middleName:null,surname:"Aksu",slug:"mine-aksu",fullName:"Mine Aksu"},{id:"204249",title:"Prof.",name:"Can Simga",middleName:null,surname:"Mugan",slug:"can-simga-mugan",fullName:"Can Simga Mugan"},{id:"204250",title:"Prof.",name:"Ayse",middleName:null,surname:"Tansel Cetin",slug:"ayse-tansel-cetin",fullName:"Ayse Tansel Cetin"}]},{id:"55448",doi:"10.5772/intechopen.68959",title:"Reporting for Carbon Trading and International Accounting Standards",slug:"reporting-for-carbon-trading-and-international-accounting-standards",totalDownloads:1755,totalCrossrefCites:1,totalDimensionsCites:2,abstract:"During the first commitment period of the Kyoto Protocol, many developed countries were forced to restrict carbon emissions. Flexible mechanisms were initiated to reduce carbon emissions and support clean energy projects. Regulated carbon markets were established to trade carbon premiums produced by these projects by signatory countries, while carbon premiums produced by nonsignatory countries were traded in voluntary markets. Following limited participation in the Kyoto Protocol, by the leadership of European Union, 195 countries presented contributive ideas in Paris Agreement, which is the first-ever universal, legally binding global climate deal. Kyoto Protocol sets commitment targets that have legal force, while the Paris Agreement emphases on consensus building and allows for voluntary and nationally determined targets. Another key difference between Paris Agreement and the Kyoto Protocol is its scope. It does not provide a specific division between developed and developing nations. By means of these changes, trading in voluntary carbon markets is expected to increase due to the higher demand to offset unavoidable carbon emissions. There has been no authoritative guidance published on carbon accounting by the International Accounting Standards Board or the Financial Accounting Standards Board. This study proposes how to measure and report the carbon allowances and carbon credits.",book:{id:"6000",slug:"accounting-and-corporate-reporting-today-and-tomorrow",title:"Accounting and Corporate Reporting",fullTitle:"Accounting and Corporate Reporting - Today and Tomorrow"},signatures:"Figen Öker and Hümeyra Adıgüzel",authors:[{id:"204492",title:"Prof.",name:"Figen",middleName:null,surname:"Öker Türüdüoğlu",slug:"figen-oker-turuduoglu",fullName:"Figen Öker Türüdüoğlu"},{id:"204767",title:"Dr.",name:"Hümeyra",middleName:null,surname:"Adıgüzel",slug:"humeyra-adiguzel",fullName:"Hümeyra Adıgüzel"}]}],mostDownloadedChaptersLast30Days:[{id:"55587",title:"Historical Development of Government Accounting",slug:"historical-development-of-government-accounting",totalDownloads:2776,totalCrossrefCites:1,totalDimensionsCites:1,abstract:"Government accounting aims at preventing waste in government services and establishing a balance between optimal expenditure and services by managing government assets and government sources in the most efficient way. This balance can be established only by obtaining complete and accurate information from government accounting system on time. Since the users have a low level of knowledge needs in government accounting system, it has been recorded for long years in a cash basis manner. However, as the government’s area of operation expanded and the needs increased, it became obvious that cash basis system had lacking parts. So it started to focus on recording financial transactions and financial reporting. These lacking parts in the accounting system tried to be overcome through a new regulation by focusing on the areas where cash basis accounting system was insufficient; and a change was experienced with regard to applying the accrual basis in the areas of government accounting and financial reporting. This study aims to explain the historical development of government accounting by applications in countries and especially by detailed expressions for Turkey. As a result of the literature review and the examination of countries’ government accounting practices, it has been determined that the government accounting practice has made the correct transition from cash basis to accrual basis.",book:{id:"6000",slug:"accounting-and-corporate-reporting-today-and-tomorrow",title:"Accounting and Corporate Reporting",fullTitle:"Accounting and Corporate Reporting - Today and Tomorrow"},signatures:"Mihriban Coşkun Arslan",authors:[{id:"203724",title:"Dr.",name:"Mihriban",middleName:null,surname:"Coşkun Arslan",slug:"mihriban-coskun-arslan",fullName:"Mihriban Coşkun Arslan"}]},{id:"55289",title:"Behavioral Accounting and its Interactions",slug:"behavioral-accounting-and-its-interactions",totalDownloads:4023,totalCrossrefCites:1,totalDimensionsCites:1,abstract:"Behavioral accounting is a branch of accounting that is related to behavior besides the accounting knowledge. It deals with the attitude and behavior of people when they are encountered with an accounting phenomenon which determines the behavior that they will show in decision‐making. This special area of accounting addresses such aspects as human information‐processing behavior, judgment quality, accounting problems that are created by users and providers of accounting information, and accounting information users’ and producers’ decision‐making skills. Behavioral research tries to find out how individuals make decisions and interact and influence other individuals, organizations, markets, and society. Behavioral accounting concept is examined under the topics of the influence of accounting information on behavior, managerial control (budget participation, nonfinancial measures, leadership, and balanced scorecard), auditing (auditor‐client negotiations, auditor’s judgment, and decision‐making), and ethics (ethical decision‐making, ethical orientation, and rationalizations on unethical behavior) in this chapter.",book:{id:"6000",slug:"accounting-and-corporate-reporting-today-and-tomorrow",title:"Accounting and Corporate Reporting",fullTitle:"Accounting and Corporate Reporting - Today and Tomorrow"},signatures:"Filiz Angay Kutluk",authors:[{id:"203083",title:"Associate Prof.",name:"Filiz",middleName:null,surname:"Angay Kutluk",slug:"filiz-angay-kutluk",fullName:"Filiz Angay Kutluk"}]},{id:"55626",title:"Accounting Choices in Corporate Financial Reporting: A Literature Review of Positive Accounting Theory",slug:"accounting-choices-in-corporate-financial-reporting-a-literature-review-of-positive-accounting-theor",totalDownloads:5885,totalCrossrefCites:2,totalDimensionsCites:2,abstract:"This chapter aims to put light on the positive accounting theory and related empirical studies and identify its broad contributions to the accounting research. Our objective is to provide a review of positive accounting literature in order to synthesize findings, identify areas of controversy in the literature, and evaluate critiques. Positive research in accounting started coming to prominence around the mid-1960s and had been a vector of paradigm shift within the financial accounting research in the 1970s and 1980s. The positive accounting theory is developed by Watts and Zimmerman and is based on work undertaken in economics and is heavily dependent on the efficient market hypothesis, the capital assets pricing model, and agency theory. The three key hypotheses are bonus plan hypothesis, debt hypothesis, and political cost hypothesis. Nevertheless, PAT has been subjected to severe and numerous criticisms from different perspectives, which are critiques on research methods, its theoretical foundations, its logic on economics' basis, and its reference to philosophy of science. PAT and its hypotheses will continue to be a rich field of empirical research and the basic questions that it raises are still relevant today.",book:{id:"6000",slug:"accounting-and-corporate-reporting-today-and-tomorrow",title:"Accounting and Corporate Reporting",fullTitle:"Accounting and Corporate Reporting - Today and Tomorrow"},signatures:"İdil Kaya",authors:[{id:"204387",title:"Prof.",name:"Idil",middleName:null,surname:"Kaya",slug:"idil-kaya",fullName:"Idil Kaya"}]},{id:"54556",title:"Greening Accounting: An Inevitable Link to Help Firms Connect with Sustainability",slug:"greening-accounting-an-inevitable-link-to-help-firms-connect-with-sustainability",totalDownloads:1516,totalCrossrefCites:0,totalDimensionsCites:0,abstract:"The last decade has seen developments challenging the abilities of managerial accounting theories in supporting firms with environmental conscious decision-making that are grounded in the expanded accountability of firms toward nature and society. Critical theorists have argued that the shortcomings of the accounting theories to interpret the impacts of business activities on nature have its origin in the missing accounting standards, under-defined contractual boundaries, and the absence of a valid numéraire (monetary equivalency). In this chapter, the author posits that these shortcomings are a legacy of the economic paradigm within which the accounting frameworks operate and would remain so, unless a paradigm change evolves to handle environmental-related considerations on its own, even if it means rewriting rules to generate accounting interpretations of business activities. Instead of offering a methodological solution, this chapter ideates how having “environment” as integral to the accounting paradigm would enable firms in evaluating, accounting, and reporting environmental performance transparently and improve flow of information to help management face sustainability-related challenges better.",book:{id:"6000",slug:"accounting-and-corporate-reporting-today-and-tomorrow",title:"Accounting and Corporate Reporting",fullTitle:"Accounting and Corporate Reporting - Today and Tomorrow"},signatures:"Somnath Debnath",authors:[{id:"202694",title:"Dr.",name:"Somnath",middleName:null,surname:"Debnath",slug:"somnath-debnath",fullName:"Somnath Debnath"}]},{id:"55448",title:"Reporting for Carbon Trading and International Accounting Standards",slug:"reporting-for-carbon-trading-and-international-accounting-standards",totalDownloads:1755,totalCrossrefCites:1,totalDimensionsCites:2,abstract:"During the first commitment period of the Kyoto Protocol, many developed countries were forced to restrict carbon emissions. Flexible mechanisms were initiated to reduce carbon emissions and support clean energy projects. Regulated carbon markets were established to trade carbon premiums produced by these projects by signatory countries, while carbon premiums produced by nonsignatory countries were traded in voluntary markets. Following limited participation in the Kyoto Protocol, by the leadership of European Union, 195 countries presented contributive ideas in Paris Agreement, which is the first-ever universal, legally binding global climate deal. Kyoto Protocol sets commitment targets that have legal force, while the Paris Agreement emphases on consensus building and allows for voluntary and nationally determined targets. Another key difference between Paris Agreement and the Kyoto Protocol is its scope. It does not provide a specific division between developed and developing nations. By means of these changes, trading in voluntary carbon markets is expected to increase due to the higher demand to offset unavoidable carbon emissions. There has been no authoritative guidance published on carbon accounting by the International Accounting Standards Board or the Financial Accounting Standards Board. This study proposes how to measure and report the carbon allowances and carbon credits.",book:{id:"6000",slug:"accounting-and-corporate-reporting-today-and-tomorrow",title:"Accounting and Corporate Reporting",fullTitle:"Accounting and Corporate Reporting - Today and Tomorrow"},signatures:"Figen Öker and Hümeyra Adıgüzel",authors:[{id:"204492",title:"Prof.",name:"Figen",middleName:null,surname:"Öker Türüdüoğlu",slug:"figen-oker-turuduoglu",fullName:"Figen Öker Türüdüoğlu"},{id:"204767",title:"Dr.",name:"Hümeyra",middleName:null,surname:"Adıgüzel",slug:"humeyra-adiguzel",fullName:"Hümeyra Adıgüzel"}]}],onlineFirstChaptersFilter:{topicId:"430",limit:6,offset:0},onlineFirstChaptersCollection:[],onlineFirstChaptersTotal:0},preDownload:{success:null,errors:{}},subscriptionForm:{success:null,errors:{}},aboutIntechopen:{},privacyPolicy:{},peerReviewing:{},howOpenAccessPublishingWithIntechopenWorks:{},sponsorshipBooks:{sponsorshipBooks:[],offset:0,limit:8,total:null},allSeries:{pteSeriesList:[{id:"14",title:"Artificial Intelligence",numberOfPublishedBooks:9,numberOfPublishedChapters:87,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:98,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:27,numberOfPublishedChapters:288,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:9,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:11,numberOfPublishedChapters:139,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:8,numberOfPublishedChapters:129,numberOfOpenTopics:0,numberOfUpcomingTopics:2,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!1},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:107,numberOfOpenTopics:3,numberOfUpcomingTopics:1,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:10,numberOfPublishedChapters:103,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:12,numberOfOpenTopics:2,numberOfUpcomingTopics:1,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:0,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!1},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:0,numberOfPublishedChapters:11,numberOfOpenTopics:4,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],testimonialsList:[{id:"6",text:"It is great to work with the IntechOpen to produce a worthwhile collection of research that also becomes a great educational resource and guide for future research endeavors.",author:{id:"259298",name:"Edward",surname:"Narayan",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/259298/images/system/259298.jpeg",slug:"edward-narayan",institution:{id:"3",name:"University of Queensland",country:{id:null,name:"Australia"}}}},{id:"13",text:"The collaboration with and support of the technical staff of IntechOpen is fantastic. The whole process of submitting an article and editing of the submitted article goes extremely smooth and fast, the number of reads and downloads of chapters is high, and the contributions are also frequently cited.",author:{id:"55578",name:"Antonio",surname:"Jurado-Navas",institutionString:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRisIQAS/Profile_Picture_1626166543950",slug:"antonio-jurado-navas",institution:{id:"720",name:"University of Malaga",country:{id:null,name:"Spain"}}}}]},series:{item:{id:"14",title:"Artificial Intelligence",doi:"10.5772/intechopen.79920",issn:"2633-1403",scope:"Artificial Intelligence (AI) is a rapidly developing multidisciplinary research area that aims to solve increasingly complex problems. In today's highly integrated world, AI promises to become a robust and powerful means for obtaining solutions to previously unsolvable problems. This Series is intended for researchers and students alike interested in this fascinating field and its many applications.",coverUrl:"https://cdn.intechopen.com/series/covers/14.jpg",latestPublicationDate:"May 18th, 2022",hasOnlineFirst:!0,numberOfPublishedBooks:9,editor:{id:"218714",title:"Prof.",name:"Andries",middleName:null,surname:"Engelbrecht",slug:"andries-engelbrecht",fullName:"Andries Engelbrecht",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRNR8QAO/Profile_Picture_1622640468300",biography:"Andries Engelbrecht received the Masters and PhD degrees in Computer Science from the University of Stellenbosch, South Africa, in 1994 and 1999 respectively. He is currently appointed as the Voigt Chair in Data Science in the Department of Industrial Engineering, with a joint appointment as Professor in the Computer Science Division, Stellenbosch University. Prior to his appointment at Stellenbosch University, he has been at the University of Pretoria, Department of Computer Science (1998-2018), where he was appointed as South Africa Research Chair in Artifical Intelligence (2007-2018), the head of the Department of Computer Science (2008-2017), and Director of the Institute for Big Data and Data Science (2017-2018). In addition to a number of research articles, he has written two books, Computational Intelligence: An Introduction and Fundamentals of Computational Swarm Intelligence.",institutionString:null,institution:{name:"Stellenbosch University",institutionURL:null,country:{name:"South Africa"}}},editorTwo:null,editorThree:null},subseries:{paginationCount:6,paginationItems:[{id:"22",title:"Applied Intelligence",coverUrl:"https://cdn.intechopen.com/series_topics/covers/22.jpg",isOpenForSubmission:!0,editor:{id:"27170",title:"Prof.",name:"Carlos",middleName:"M.",surname:"Travieso-Gonzalez",slug:"carlos-travieso-gonzalez",fullName:"Carlos Travieso-Gonzalez",profilePictureURL:"https://mts.intechopen.com/storage/users/27170/images/system/27170.jpeg",biography:"Carlos M. Travieso-González received his MSc degree in Telecommunication Engineering at Polytechnic University of Catalonia (UPC), Spain in 1997, and his Ph.D. degree in 2002 at the University of Las Palmas de Gran Canaria (ULPGC-Spain). He is a full professor of signal processing and pattern recognition and is head of the Signals and Communications Department at ULPGC, teaching from 2001 on subjects on signal processing and learning theory. His research lines are biometrics, biomedical signals and images, data mining, classification system, signal and image processing, machine learning, and environmental intelligence. He has researched in 52 international and Spanish research projects, some of them as head researcher. He is co-author of 4 books, co-editor of 27 proceedings books, guest editor for 8 JCR-ISI international journals, and up to 24 book chapters. He has over 450 papers published in international journals and conferences (81 of them indexed on JCR – ISI - Web of Science). He has published seven patents in the Spanish Patent and Trademark Office. He has been a supervisor on 8 Ph.D. theses (11 more are under supervision), and 130 master theses. He is the founder of The IEEE IWOBI conference series and the president of its Steering Committee, as well as the founder of both the InnoEducaTIC and APPIS conference series. He is an evaluator of project proposals for the European Union (H2020), Medical Research Council (MRC, UK), Spanish Government (ANECA, Spain), Research National Agency (ANR, France), DAAD (Germany), Argentinian Government, and the Colombian Institutions. He has been a reviewer in different indexed international journals (<70) and conferences (<250) since 2001. He has been a member of the IASTED Technical Committee on Image Processing from 2007 and a member of the IASTED Technical Committee on Artificial Intelligence and Expert Systems from 2011. \n\nHe has held the general chair position for the following: ACM-APPIS (2020, 2021), IEEE-IWOBI (2019, 2020 and 2020), A PPIS (2018, 2019), IEEE-IWOBI (2014, 2015, 2017, 2018), InnoEducaTIC (2014, 2017), IEEE-INES (2013), NoLISP (2011), JRBP (2012), and IEEE-ICCST (2005)\n\nHe is an associate editor of the Computational Intelligence and Neuroscience Journal (Hindawi – Q2 JCR-ISI). He was vice dean from 2004 to 2010 in the Higher Technical School of Telecommunication Engineers at ULPGC and the vice dean of Graduate and Postgraduate Studies from March 2013 to November 2017. He won the “Catedra Telefonica” Awards in Modality of Knowledge Transfer, 2017, 2018, and 2019 editions, and awards in Modality of COVID Research in 2020.\n\nPublic References:\nResearcher ID http://www.researcherid.com/rid/N-5967-2014\nORCID https://orcid.org/0000-0002-4621-2768 \nScopus Author ID https://www.scopus.com/authid/detail.uri?authorId=6602376272\nScholar Google https://scholar.google.es/citations?user=G1ks9nIAAAAJ&hl=en \nResearchGate https://www.researchgate.net/profile/Carlos_Travieso",institutionString:null,institution:{name:"University of Las Palmas de Gran Canaria",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null},{id:"23",title:"Computational Neuroscience",coverUrl:"https://cdn.intechopen.com/series_topics/covers/23.jpg",isOpenForSubmission:!0,editor:{id:"14004",title:"Dr.",name:"Magnus",middleName:null,surname:"Johnsson",slug:"magnus-johnsson",fullName:"Magnus Johnsson",profilePictureURL:"https://mts.intechopen.com/storage/users/14004/images/system/14004.png",biography:"Dr Magnus Johnsson is a cross-disciplinary scientist, lecturer, scientific editor and AI/machine learning consultant from Sweden. \n\nHe is currently at Malmö University in Sweden, but also held positions at Lund University in Sweden and at Moscow Engineering Physics Institute. \nHe holds editorial positions at several international scientific journals and has served as a scientific editor for books and special journal issues. \nHis research interests are wide and include, but are not limited to, autonomous systems, computer modeling, artificial neural networks, artificial intelligence, cognitive neuroscience, cognitive robotics, cognitive architectures, cognitive aids and the philosophy of mind. \n\nDr. Johnsson has experience from working in the industry and he has a keen interest in the application of neural networks and artificial intelligence to fields like industry, finance, and medicine. \n\nWeb page: www.magnusjohnsson.se",institutionString:null,institution:{name:"Malmö University",institutionURL:null,country:{name:"Sweden"}}},editorTwo:null,editorThree:null},{id:"24",title:"Computer Vision",coverUrl:"https://cdn.intechopen.com/series_topics/covers/24.jpg",isOpenForSubmission:!0,editor:{id:"294154",title:"Prof.",name:"George",middleName:null,surname:"Papakostas",slug:"george-papakostas",fullName:"George Papakostas",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002hYaGbQAK/Profile_Picture_1624519712088",biography:"George A. Papakostas has received a diploma in Electrical and Computer Engineering in 1999 and the M.Sc. and Ph.D. degrees in Electrical and Computer Engineering in 2002 and 2007, respectively, from the Democritus University of Thrace (DUTH), Greece. Dr. Papakostas serves as a Tenured Full Professor at the Department of Computer Science, International Hellenic University, Greece. Dr. Papakostas has 10 years of experience in large-scale systems design as a senior software engineer and technical manager, and 20 years of research experience in the field of Artificial Intelligence. Currently, he is the Head of the “Visual Computing” division of HUman-MAchines INteraction Laboratory (HUMAIN-Lab) and the Director of the MPhil program “Advanced Technologies in Informatics and Computers” hosted by the Department of Computer Science, International Hellenic University. He has (co)authored more than 150 publications in indexed journals, international conferences and book chapters, 1 book (in Greek), 3 edited books, and 5 journal special issues. His publications have more than 2100 citations with h-index 27 (GoogleScholar). His research interests include computer/machine vision, machine learning, pattern recognition, computational intelligence. \nDr. Papakostas served as a reviewer in numerous journals, as a program\ncommittee member in international conferences and he is a member of the IAENG, MIR Labs, EUCogIII, INSTICC and the Technical Chamber of Greece (TEE).",institutionString:null,institution:{name:"International Hellenic University",institutionURL:null,country:{name:"Greece"}}},editorTwo:null,editorThree:null},{id:"25",title:"Evolutionary Computation",coverUrl:"https://cdn.intechopen.com/series_topics/covers/25.jpg",isOpenForSubmission:!0,editor:{id:"136112",title:"Dr.",name:"Sebastian",middleName:null,surname:"Ventura Soto",slug:"sebastian-ventura-soto",fullName:"Sebastian Ventura Soto",profilePictureURL:"https://mts.intechopen.com/storage/users/136112/images/system/136112.png",biography:"Sebastian Ventura is a Spanish researcher, a full professor with the Department of Computer Science and Numerical Analysis, University of Córdoba. Dr Ventura also holds the positions of Affiliated Professor at Virginia Commonwealth University (Richmond, USA) and Distinguished Adjunct Professor at King Abdulaziz University (Jeddah, Saudi Arabia). Additionally, he is deputy director of the Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI) and heads the Knowledge Discovery and Intelligent Systems Research Laboratory. He has published more than ten books and over 300 articles in journals and scientific conferences. Currently, his work has received over 18,000 citations according to Google Scholar, including more than 2200 citations in 2020. In the last five years, he has published more than 60 papers in international journals indexed in the JCR (around 70% of them belonging to first quartile journals) and he has edited some Springer books “Supervised Descriptive Pattern Mining” (2018), “Multiple Instance Learning - Foundations and Algorithms” (2016), and “Pattern Mining with Evolutionary Algorithms” (2016). He has also been involved in more than 20 research projects supported by the Spanish and Andalusian governments and the European Union. He currently belongs to the editorial board of PeerJ Computer Science, Information Fusion and Engineering Applications of Artificial Intelligence journals, being also associate editor of Applied Computational Intelligence and Soft Computing and IEEE Transactions on Cybernetics. Finally, he is editor-in-chief of Progress in Artificial Intelligence. He is a Senior Member of the IEEE Computer, the IEEE Computational Intelligence, and the IEEE Systems, Man, and Cybernetics Societies, and the Association of Computing Machinery (ACM). Finally, his main research interests include data science, computational intelligence, and their applications.",institutionString:null,institution:{name:"University of Córdoba",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null},{id:"26",title:"Machine Learning and Data Mining",coverUrl:"https://cdn.intechopen.com/series_topics/covers/26.jpg",isOpenForSubmission:!0,editor:{id:"24555",title:"Dr.",name:"Marco Antonio",middleName:null,surname:"Aceves Fernandez",slug:"marco-antonio-aceves-fernandez",fullName:"Marco Antonio Aceves Fernandez",profilePictureURL:"https://mts.intechopen.com/storage/users/24555/images/system/24555.jpg",biography:"Dr. Marco Antonio Aceves Fernandez obtained his B.Sc. (Eng.) in Telematics from the Universidad de Colima, Mexico. 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His research focuses on biochemistry, biophysics, genetics, molecular biology, and molecular medicine with specialization in the fields of drug design, protein structure-function, protein folding, prions, microRNA, pseudogenes, molecular cancer, epigenetics, metabolites, proteomics, genomics, protein expression, and characterization by spectroscopic and calorimetric methods.",institutionString:"University of Health Sciences",institution:null},{id:"180528",title:"Dr.",name:"Hiroyuki",middleName:null,surname:"Kagechika",slug:"hiroyuki-kagechika",fullName:"Hiroyuki Kagechika",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/180528/images/system/180528.jpg",biography:"Hiroyuki Kagechika received his bachelor’s degree and Ph.D. in Pharmaceutical Sciences from the University of Tokyo, Japan, where he served as an associate professor until 2004. He is currently a professor at the Institute of Biomaterials and Bioengineering (IBB), Tokyo Medical and Dental University (TMDU). From 2010 to 2012, he was the dean of the Graduate School of Biomedical Science. Since 2012, he has served as the vice dean of the Graduate School of Medical and Dental Sciences. He has been the director of the IBB since 2020. Dr. Kagechika’s major research interests are the medicinal chemistry of retinoids, vitamins D/K, and nuclear receptors. He has developed various compounds including a drug for acute promyelocytic leukemia.",institutionString:"Tokyo Medical and Dental University",institution:{name:"Tokyo Medical and Dental University",country:{name:"Japan"}}},{id:"40482",title:null,name:"Rizwan",middleName:null,surname:"Ahmad",slug:"rizwan-ahmad",fullName:"Rizwan Ahmad",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/40482/images/system/40482.jpeg",biography:"Dr. Rizwan Ahmad is a University Professor and Coordinator, Quality and Development, College of Medicine, Imam Abdulrahman bin Faisal University, Saudi Arabia. Previously, he was Associate Professor of Human Function, Oman Medical College, Oman, and SBS University, Dehradun. Dr. Ahmad completed his education at Aligarh Muslim University, Aligarh. He has published several articles in peer-reviewed journals, chapters, and edited books. 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Dr. Badria was listed among the world’s top 2% of scientists in medicinal and biomolecular chemistry in 2019 and 2020. He is a member of the Arab Development Fund, Kuwait; International Cell Research Organization–United Nations Educational, Scientific and Cultural Organization (ICRO–UNESCO), Chile; and UNESCO Biotechnology France",institutionString:"Mansoura University",institution:{name:"Mansoura University",country:{name:"Egypt"}}},{id:"329385",title:"Dr.",name:"Rajesh K.",middleName:"Kumar",surname:"Singh",slug:"rajesh-k.-singh",fullName:"Rajesh K. Singh",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/329385/images/system/329385.png",biography:"Dr. Singh received a BPharm (2003) and MPharm (2005) from Panjab University, Chandigarh, India, and a Ph.D. (2013) from Punjab Technical University (PTU), Jalandhar, India. He has more than sixteen years of teaching experience and has supervised numerous postgraduate and Ph.D. students. He has to his credit more than seventy papers in SCI- and SCOPUS-indexed journals, fifty-five conference proceedings, four books, six Best Paper Awards, and five projects from different government agencies. He is currently an editorial board member of eight international journals and a reviewer for more than fifty scientific journals. He received Top Reviewer and Excellent Peer Reviewer Awards from Publons in 2016 and 2017, respectively. He is also on the panel of The International Reviewer for reviewing research proposals for grants from the Royal Society. He also serves as a Publons Academy mentor and Bentham brand ambassador.",institutionString:"Punjab Technical University",institution:{name:"Punjab Technical University",country:{name:"India"}}},{id:"142388",title:"Dr.",name:"Thiago",middleName:"Gomes",surname:"Gomes Heck",slug:"thiago-gomes-heck",fullName:"Thiago Gomes Heck",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/142388/images/7259_n.jpg",biography:null,institutionString:null,institution:{name:"Universidade Regional do Noroeste do Estado do Rio Grande do Sul",country:{name:"Brazil"}}},{id:"336273",title:"Assistant Prof.",name:"Janja",middleName:null,surname:"Zupan",slug:"janja-zupan",fullName:"Janja Zupan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/336273/images/14853_n.jpeg",biography:"Janja Zupan graduated in 2005 at the Department of Clinical Biochemistry (superviser prof. dr. Janja Marc) in the field of genetics of osteoporosis. Since November 2009 she is working as a Teaching Assistant at the Faculty of Pharmacy, Department of Clinical Biochemistry. In 2011 she completed part of her research and PhD work at Institute of Genetics and Molecular Medicine, University of Edinburgh. She finished her PhD entitled The influence of the proinflammatory cytokines on the RANK/RANKL/OPG in bone tissue of osteoporotic and osteoarthritic patients in 2012. From 2014-2016 she worked at the Institute of Biomedical Sciences, University of Aberdeen as a postdoctoral research fellow on UK Arthritis research project where she gained knowledge in mesenchymal stem cells and regenerative medicine. She returned back to University of Ljubljana, Faculty of Pharmacy in 2016. She is currently leading project entitled Mesenchymal stem cells-the keepers of tissue endogenous regenerative capacity facing up to aging of the musculoskeletal system funded by Slovenian Research Agency.",institutionString:null,institution:{name:"University of Ljubljana",country:{name:"Slovenia"}}},{id:"357453",title:"Dr.",name:"Radheshyam",middleName:null,surname:"Maurya",slug:"radheshyam-maurya",fullName:"Radheshyam Maurya",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/357453/images/16535_n.jpg",biography:null,institutionString:null,institution:{name:"University of Hyderabad",country:{name:"India"}}},{id:"311457",title:"Dr.",name:"Júlia",middleName:null,surname:"Scherer Santos",slug:"julia-scherer-santos",fullName:"Júlia Scherer Santos",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/311457/images/system/311457.jpg",biography:"Dr. Júlia Scherer Santos works in the areas of cosmetology, nanotechnology, pharmaceutical technology, beauty, and aesthetics. Dr. Santos also has experience as a professor of graduate courses. Graduated in Pharmacy, specialization in Cosmetology and Cosmeceuticals applied to aesthetics, specialization in Aesthetic and Cosmetic Health, and a doctorate in Pharmaceutical Nanotechnology. Teaching experience in Pharmacy and Aesthetics and Cosmetics courses. She works mainly on the following subjects: nanotechnology, cosmetology, pharmaceutical technology, aesthetics.",institutionString:"Universidade Federal de Juiz de Fora",institution:{name:"Universidade Federal de Juiz de Fora",country:{name:"Brazil"}}},{id:"219081",title:"Dr.",name:"Abdulsamed",middleName:null,surname:"Kükürt",slug:"abdulsamed-kukurt",fullName:"Abdulsamed Kükürt",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRNVJQA4/Profile_Picture_2022-03-07T13:23:04.png",biography:"Dr. Kükürt graduated from Uludağ University in Turkey. He started his academic career as a Research Assistant in the Department of Biochemistry at Kafkas University. In 2019, he completed his Ph.D. program in the Department of Biochemistry at the Institute of Health Sciences. He is currently working at the Department of Biochemistry, Kafkas University. He has 27 published research articles in academic journals, 11 book chapters, and 37 papers. He took part in 10 academic projects. He served as a reviewer for many articles. He still serves as a member of the review board in many academic journals.",institutionString:null,institution:{name:"Kafkas University",country:{name:"Turkey"}}},{id:"178366",title:"Associate Prof.",name:"Volkan",middleName:null,surname:"Gelen",slug:"volkan-gelen",fullName:"Volkan Gelen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/178366/images/system/178366.jpg",biography:"Volkan Gelen is a Physiology specialist who received his veterinary degree from Kafkas University in 2011. Between 2011-2015, he worked as an assistant at Atatürk University, Faculty of Veterinary Medicine, Department of Physiology. In 2016, he joined Kafkas University, Faculty of Veterinary Medicine, Department of Physiology as an assistant professor. Dr. Gelen has been engaged in various academic activities at Kafkas University since 2016. There he completed 5 projects and has 3 ongoing projects. He has 60 articles published in scientific journals and 20 poster presentations in scientific congresses. His research interests include physiology, endocrine system, cancer, diabetes, cardiovascular system diseases, and isolated organ bath system studies.",institutionString:"Kafkas University",institution:{name:"Kafkas University",country:{name:"Turkey"}}},{id:"418963",title:"Dr.",name:"Augustine Ododo",middleName:"Augustine",surname:"Osagie",slug:"augustine-ododo-osagie",fullName:"Augustine Ododo Osagie",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/418963/images/16900_n.jpg",biography:"Born into the family of Osagie, a prince of the Benin Kingdom. I am currently an academic in the Department of Medical Biochemistry, University of Benin. Part of the duties are to teach undergraduate students and conduct academic research.",institutionString:null,institution:{name:"University of Benin",country:{name:"Nigeria"}}},{id:"192992",title:"Prof.",name:"Shagufta",middleName:null,surname:"Perveen",slug:"shagufta-perveen",fullName:"Shagufta Perveen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/192992/images/system/192992.png",biography:"Prof. Shagufta Perveen is a Distinguish Professor in the Department of Pharmacognosy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia. Dr. Perveen has acted as the principal investigator of major research projects funded by the research unit of King Saud University. She has more than ninety original research papers in peer-reviewed journals of international repute to her credit. She is a fellow member of the Royal Society of Chemistry UK and the American Chemical Society of the United States.",institutionString:"King Saud University",institution:{name:"King Saud University",country:{name:"Saudi Arabia"}}},{id:"49848",title:"Dr.",name:"Wen-Long",middleName:null,surname:"Hu",slug:"wen-long-hu",fullName:"Wen-Long Hu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/49848/images/system/49848.jpg",biography:"Wen-Long Hu is Chief of the Division of Acupuncture, Department of Chinese Medicine at Kaohsiung Chang Gung Memorial Hospital, as well as an adjunct associate professor at Fooyin University and Kaohsiung Medical University. Wen-Long is President of Taiwan Traditional Chinese Medicine Medical Association. He has 28 years of experience in clinical practice in laser acupuncture therapy and 34 years in acupuncture. He is an invited speaker for lectures and workshops in laser acupuncture at many symposiums held by medical associations. He owns the patent for herbal preparation and producing, and for the supercritical fluid-treated needle. Dr. Hu has published three books, 12 book chapters, and more than 30 papers in reputed journals, besides serving as an editorial board member of repute.",institutionString:"Kaohsiung Chang Gung Memorial Hospital",institution:{name:"Kaohsiung Chang Gung Memorial Hospital",country:{name:"Taiwan"}}},{id:"298472",title:"Prof.",name:"Andrey V.",middleName:null,surname:"Grechko",slug:"andrey-v.-grechko",fullName:"Andrey V. Grechko",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/298472/images/system/298472.png",biography:"Andrey Vyacheslavovich Grechko, Ph.D., Professor, is a Corresponding Member of the Russian Academy of Sciences. He graduated from the Semashko Moscow Medical Institute (Semashko National Research Institute of Public Health) with a degree in Medicine (1998), the Clinical Department of Dermatovenerology (2000), and received a second higher education in Psychology (2009). Professor A.V. Grechko held the position of Сhief Physician of the Central Clinical Hospital in Moscow. He worked as a professor at the faculty and was engaged in scientific research at the Medical University. Starting in 2013, he has been the initiator of the creation of the Federal Scientific and Clinical Center for Intensive Care and Rehabilitology, Moscow, Russian Federation, where he also serves as Director since 2015. He has many years of experience in research and teaching in various fields of medicine, is an author/co-author of more than 200 scientific publications, 13 patents, 15 medical books/chapters, including Chapter in Book «Metabolomics», IntechOpen, 2020 «Metabolomic Discovery of Microbiota Dysfunction as the Cause of Pathology».",institutionString:"Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology",institution:null},{id:"199461",title:"Prof.",name:"Natalia V.",middleName:null,surname:"Beloborodova",slug:"natalia-v.-beloborodova",fullName:"Natalia V. Beloborodova",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/199461/images/system/199461.jpg",biography:'Natalia Vladimirovna Beloborodova was educated at the Pirogov Russian National Research Medical University, with a degree in pediatrics in 1980, a Ph.D. in 1987, and a specialization in Clinical Microbiology from First Moscow State Medical University in 2004. She has been a Professor since 1996. Currently, she is the Head of the Laboratory of Metabolism, a division of the Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow, Russian Federation. N.V. Beloborodova has many years of clinical experience in the field of intensive care and surgery. She studies infectious complications and sepsis. She initiated a series of interdisciplinary clinical and experimental studies based on the concept of integrating human metabolism and its microbiota. Her scientific achievements are widely known: she is the recipient of the Marie E. Coates Award \\"Best lecturer-scientist\\" Gustafsson Fund, Karolinska Institutes, Stockholm, Sweden, and the International Sepsis Forum Award, Pasteur Institute, Paris, France (2014), etc. Professor N.V. Beloborodova wrote 210 papers, five books, 10 chapters and has edited four books.',institutionString:"Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology",institution:null},{id:"354260",title:"Ph.D.",name:"Tércio Elyan",middleName:"Azevedo",surname:"Azevedo Martins",slug:"tercio-elyan-azevedo-martins",fullName:"Tércio Elyan Azevedo Martins",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/354260/images/16241_n.jpg",biography:"Graduated in Pharmacy from the Federal University of Ceará with the modality in Industrial Pharmacy, Specialist in Production and Control of Medicines from the University of São Paulo (USP), Master in Pharmaceuticals and Medicines from the University of São Paulo (USP) and Doctor of Science in the program of Pharmaceuticals and Medicines by the University of São Paulo. Professor at Universidade Paulista (UNIP) in the areas of chemistry, cosmetology and trichology. Assistant Coordinator of the Higher Course in Aesthetic and Cosmetic Technology at Universidade Paulista Campus Chácara Santo Antônio. Experience in the Pharmacy area, with emphasis on Pharmacotechnics, Pharmaceutical Technology, Research and Development of Cosmetics, acting mainly on topics such as cosmetology, antioxidant activity, aesthetics, photoprotection, cyclodextrin and thermal analysis.",institutionString:null,institution:{name:"University of Sao Paulo",country:{name:"Brazil"}}},{id:"334285",title:"Ph.D. Student",name:"Sameer",middleName:"Kumar",surname:"Jagirdar",slug:"sameer-jagirdar",fullName:"Sameer Jagirdar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/334285/images/14691_n.jpg",biography:"I\\'m a graduate student at the center for biosystems science and engineering at the Indian Institute of Science, Bangalore, India. I am interested in studying host-pathogen interactions at the biomaterial interface.",institutionString:null,institution:{name:"Indian Institute of Science Bangalore",country:{name:"India"}}},{id:"329795",title:"Dr.",name:"Mohd Aftab",middleName:"Aftab",surname:"Siddiqui",slug:"mohd-aftab-siddiqui",fullName:"Mohd Aftab Siddiqui",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/329795/images/15648_n.jpg",biography:"Dr. Mohd Aftab Siddiqui is currently working as Assistant Professor in the Faculty of Pharmacy, Integral University, Lucknow for the last 6 years. He has completed his Doctor in Philosophy (Pharmacology) in 2020 from Integral University, Lucknow. He completed his Bachelor in Pharmacy in 2013 and Master in Pharmacy (Pharmacology) in 2015 from Integral University, Lucknow. He is the gold medalist in Bachelor and Master degree. He qualified GPAT -2013, GPAT -2014, and GPAT 2015. His area of research is Pharmacological screening of herbal drugs/ natural products in liver and cardiac diseases. He has guided many M. Pharm. research projects. He has many national and international publications.",institutionString:"Integral University",institution:null},{id:"255360",title:"Dr.",name:"Usama",middleName:null,surname:"Ahmad",slug:"usama-ahmad",fullName:"Usama Ahmad",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/255360/images/system/255360.png",biography:"Dr. Usama Ahmad holds a specialization in Pharmaceutics from Amity University, Lucknow, India. He received his Ph.D. degree from Integral University. Currently, he’s working as an Assistant Professor of Pharmaceutics in the Faculty of Pharmacy, Integral University. From 2013 to 2014 he worked on a research project funded by SERB-DST, Government of India. He has a rich publication record with more than 32 original articles published in reputed journals, 3 edited books, 5 book chapters, and a number of scientific articles published in ‘Ingredients South Asia Magazine’ and ‘QualPharma Magazine’. He is a member of the American Association for Cancer Research, International Association for the Study of Lung Cancer, and the British Society for Nanomedicine. Dr. Ahmad’s research focus is on the development of nanoformulations to facilitate the delivery of drugs that aim to provide practical solutions to current healthcare problems.",institutionString:"Integral University",institution:{name:"Integral University",country:{name:"India"}}},{id:"30568",title:"Prof.",name:"Madhu",middleName:null,surname:"Khullar",slug:"madhu-khullar",fullName:"Madhu Khullar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/30568/images/system/30568.jpg",biography:"Dr. Madhu Khullar is a Professor of Experimental Medicine and Biotechnology at the Post Graduate Institute of Medical Education and Research, Chandigarh, India. She completed her Post Doctorate in hypertension research at the Henry Ford Hospital, Detroit, USA in 1985. She is an editor and reviewer of several international journals, and a fellow and member of several cardiovascular research societies. Dr. Khullar has a keen research interest in genetics of hypertension, and is currently studying pharmacogenetics of hypertension.",institutionString:"Post Graduate Institute of Medical Education and Research",institution:{name:"Post Graduate Institute of Medical Education and Research",country:{name:"India"}}},{id:"223233",title:"Prof.",name:"Xianquan",middleName:null,surname:"Zhan",slug:"xianquan-zhan",fullName:"Xianquan Zhan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/223233/images/system/223233.png",biography:"Xianquan Zhan received his MD and Ph.D. in Preventive Medicine at West China University of Medical Sciences. He received his post-doctoral training in oncology and cancer proteomics at the Central South University, China, and the University of Tennessee Health Science Center (UTHSC), USA. He worked at UTHSC and the Cleveland Clinic in 2001–2012 and achieved the rank of associate professor at UTHSC. Currently, he is a full professor at Central South University and Shandong First Medical University, and an advisor to MS/PhD students and postdoctoral fellows. He is also a fellow of the Royal Society of Medicine and European Association for Predictive Preventive Personalized Medicine (EPMA), a national representative of EPMA, and a member of the American Society of Clinical Oncology (ASCO) and the American Association for the Advancement of Sciences (AAAS). He is also the editor in chief of International Journal of Chronic Diseases & Therapy, an associate editor of EPMA Journal, Frontiers in Endocrinology, and BMC Medical Genomics, and a guest editor of Mass Spectrometry Reviews, Frontiers in Endocrinology, EPMA Journal, and Oxidative Medicine and Cellular Longevity. He has published more than 148 articles, 28 book chapters, 6 books, and 2 US patents in the field of clinical proteomics and biomarkers.",institutionString:"Shandong First Medical University",institution:{name:"Affiliated Hospital of Shandong Academy of Medical Sciences",country:{name:"China"}}},{id:"297507",title:"Dr.",name:"Charles",middleName:"Elias",surname:"Assmann",slug:"charles-assmann",fullName:"Charles Assmann",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/297507/images/system/297507.jpg",biography:"Charles Elias Assmann is a biologist from Federal University of Santa Maria (UFSM, Brazil), who spent some time abroad at the Ludwig-Maximilians-Universität München (LMU, Germany). He has Masters Degree in Biochemistry (UFSM), and is currently a PhD student at Biochemistry at the Department of Biochemistry and Molecular Biology of the UFSM. His areas of expertise include: Biochemistry, Molecular Biology, Enzymology, Genetics and Toxicology. He is currently working on the following subjects: Aluminium toxicity, Neuroinflammation, Oxidative stress and Purinergic system. Since 2011 he has presented more than 80 abstracts in scientific proceedings of national and international meetings. Since 2014, he has published more than 20 peer reviewed papers (including 4 reviews, 3 in Portuguese) and 2 book chapters. He has also been a reviewer of international journals and ad hoc reviewer of scientific committees from Brazilian Universities.",institutionString:"Universidade Federal de Santa Maria",institution:{name:"Universidade Federal de Santa Maria",country:{name:"Brazil"}}},{id:"217850",title:"Dr.",name:"Margarete Dulce",middleName:null,surname:"Bagatini",slug:"margarete-dulce-bagatini",fullName:"Margarete Dulce Bagatini",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/217850/images/system/217850.jpeg",biography:"Dr. Margarete Dulce Bagatini is an associate professor at the Federal University of Fronteira Sul/Brazil. She has a degree in Pharmacy and a PhD in Biological Sciences: Toxicological Biochemistry. She is a member of the UFFS Research Advisory Committee\nand a member of the Biovitta Research Institute. She is currently:\nthe leader of the research group: Biological and Clinical Studies\nin Human Pathologies, professor of postgraduate program in\nBiochemistry at UFSC and postgraduate program in Science and Food Technology at\nUFFS. She has experience in the area of pharmacy and clinical analysis, acting mainly\non the following topics: oxidative stress, the purinergic system and human pathologies, being a reviewer of several international journals and books.",institutionString:"Universidade Federal da Fronteira Sul",institution:{name:"Universidade Federal da Fronteira Sul",country:{name:"Brazil"}}},{id:"226275",title:"Ph.D.",name:"Metin",middleName:null,surname:"Budak",slug:"metin-budak",fullName:"Metin Budak",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/226275/images/system/226275.jfif",biography:"Metin Budak, MSc, PhD is an Assistant Professor at Trakya University, Faculty of Medicine. He has been Head of the Molecular Research Lab at Prof. Mirko Tos Ear and Hearing Research Center since 2018. His specializations are biophysics, epigenetics, genetics, and methylation mechanisms. He has published around 25 peer-reviewed papers, 2 book chapters, and 28 abstracts. He is a member of the Clinical Research Ethics Committee and Quantification and Consideration Committee of Medicine Faculty. His research area is the role of methylation during gene transcription, chromatin packages DNA within the cell and DNA repair, replication, recombination, and gene transcription. His research focuses on how the cell overcomes chromatin structure and methylation to allow access to the underlying DNA and enable normal cellular function.",institutionString:"Trakya University",institution:{name:"Trakya University",country:{name:"Turkey"}}},{id:"243049",title:"Dr.",name:"Anca",middleName:null,surname:"Pantea Stoian",slug:"anca-pantea-stoian",fullName:"Anca Pantea Stoian",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/243049/images/system/243049.jpg",biography:"Anca Pantea Stoian is a specialist in diabetes, nutrition, and metabolic diseases as well as health food hygiene. She also has competency in general ultrasonography.\n\nShe is an associate professor in the Diabetes, Nutrition and Metabolic Diseases Department, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania. She has been chief of the Hygiene Department, Faculty of Dentistry, at the same university since 2019. Her interests include micro and macrovascular complications in diabetes and new therapies. Her research activities focus on nutritional intervention in chronic pathology, as well as cardio-renal-metabolic risk assessment, and diabetes in cancer. She is currently engaged in developing new therapies and technological tools for screening, prevention, and patient education in diabetes. \n\nShe is a member of the European Association for the Study of Diabetes, Cardiometabolic Academy, CEDA, Romanian Society of Diabetes, Nutrition and Metabolic Diseases, Romanian Diabetes Federation, and Association for Renal Metabolic and Nutrition studies. She has authored or co-authored 160 papers in national and international peer-reviewed journals.",institutionString:null,institution:{name:"Carol Davila University of Medicine and Pharmacy",country:{name:"Romania"}}},{id:"279792",title:"Dr.",name:"João",middleName:null,surname:"Cotas",slug:"joao-cotas",fullName:"João Cotas",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/279792/images/system/279792.jpg",biography:"Graduate and master in Biology from the University of Coimbra.\n\nI am a research fellow at the Macroalgae Laboratory Unit, in the MARE-UC – Marine and Environmental Sciences Centre of the University of Coimbra. My principal function is the collection, extraction and purification of macroalgae compounds, chemical and bioactive characterization of the compounds and algae extracts and development of new methodologies in marine biotechnology area. \nI am associated in two projects: one consists on discovery of natural compounds for oncobiology. The other project is the about the natural compounds/products for agricultural area.\n\nPublications:\nCotas, J.; Figueirinha, A.; Pereira, L.; Batista, T. 2018. An analysis of the effects of salinity on Fucus ceranoides (Ochrophyta, Phaeophyceae), in the Mondego River (Portugal). Journal of Oceanology and Limnology. in press. DOI: 10.1007/s00343-019-8111-3",institutionString:"Faculty of Sciences and Technology of University of Coimbra",institution:null},{id:"279788",title:"Dr.",name:"Leonel",middleName:null,surname:"Pereira",slug:"leonel-pereira",fullName:"Leonel Pereira",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/279788/images/system/279788.jpg",biography:"Leonel Pereira has an undergraduate degree in Biology, a Ph.D. in Biology (specialty in Cell Biology), and a Habilitation degree in Biosciences (specialization in Biotechnology) from the Faculty of Science and Technology, University of Coimbra, Portugal, where he is currently a professor. In addition to teaching at this university, he is an integrated researcher at the Marine and Environmental Sciences Center (MARE), Portugal. His interests include marine biodiversity (algae), marine biotechnology (algae bioactive compounds), and marine ecology (environmental assessment). Since 2008, he has been the author and editor of the electronic publication MACOI – Portuguese Seaweeds Website (www.seaweeds.uc.pt). He is also a member of the editorial boards of several scientific journals. Dr. Pereira has edited or authored more than 20 books, 100 journal articles, and 45 book chapters. He has given more than 100 lectures and oral communications at various national and international scientific events. He is the coordinator of several national and international research projects. In 1998, he received the Francisco de Holanda Award (Honorable Mention) and, more recently, the Mar Rei D. Carlos award (18th edition). He is also a winner of the 2016 CHOICE Award for an outstanding academic title for his book Edible Seaweeds of the World. In 2020, Dr. Pereira received an Honorable Mention for the Impact of International Publications from the Web of Science",institutionString:"University of Coimbra",institution:{name:"University of Coimbra",country:{name:"Portugal"}}},{id:"61946",title:"Dr.",name:"Carol",middleName:null,surname:"Bernstein",slug:"carol-bernstein",fullName:"Carol Bernstein",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/61946/images/system/61946.jpg",biography:"Carol Bernstein received her PhD in Genetics from the University of California (Davis). She was a faculty member at the University of Arizona College of Medicine for 43 years, retiring in 2011. Her research interests focus on DNA damage and its underlying role in sex, aging and in the early steps of initiation and progression to cancer. In her research, she had used organisms including bacteriophage T4, Neurospora crassa, Schizosaccharomyces pombe and mice, as well as human cells and tissues. She authored or co-authored more than 140 scientific publications, including articles in major peer reviewed journals, book chapters, invited reviews and one book.",institutionString:"University of Arizona",institution:{name:"University of Arizona",country:{name:"United States of America"}}},{id:"182258",title:"Dr.",name:"Ademar",middleName:"Pereira",surname:"Serra",slug:"ademar-serra",fullName:"Ademar Serra",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/182258/images/system/182258.jpeg",biography:"Dr. Serra studied Agronomy on Universidade Federal de Mato Grosso do Sul (UFMS) (2005). He received master degree in Agronomy, Crop Science (Soil fertility and plant nutrition) (2007) by Universidade Federal da Grande Dourados (UFGD), and PhD in agronomy (Soil fertility and plant nutrition) (2011) from Universidade Federal da Grande Dourados / Escola Superior de Agricultura Luiz de Queiroz (UFGD/ESALQ-USP). Dr. Serra is currently working at Brazilian Agricultural Research Corporation (EMBRAPA). His research focus is on mineral nutrition of plants, crop science and soil science. Dr. Serra\\'s current projects are soil organic matter, soil phosphorus fractions, compositional nutrient diagnosis (CND) and isometric log ratio (ilr) transformation in compositional data analysis.",institutionString:"Brazilian Agricultural Research Corporation",institution:{name:"Brazilian Agricultural Research Corporation",country:{name:"Brazil"}}}]}},subseries:{item:{id:"26",type:"subseries",title:"Machine Learning and Data Mining",keywords:"Intelligent Systems, Machine Learning, Data Science, Data Mining, Artificial Intelligence",scope:"The scope of machine learning and data mining is immense and is growing every day. It has become a massive part of our daily lives, making predictions based on experience, making this a fascinating area that solves problems that otherwise would not be possible or easy to solve. 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