Establishing the means to improve performance in healthy, clinical, and military populations has long been a focus of study in the psychological and brain sciences. However, a major obstacle to this goal is generating individualized performance phenotypes that allow for the design of interventions that are tailored to the specific needs of the individual. Recent developments in artificial intelligence (AI) have qualified for the development of precision approaches that consider individual differences, allowing, for example, the establishment of individualized training, preparation, and recuperation programs optimal for an individual’s cognitive and biological phenotype. Corollary developments in AI have proven that combining domain expertise and stakeholder insights can considerably improve AI’s quality, performance, and dependability in the psychology and brain sciences. Recent Developments in Machine and Human Intelligence studies original empirical work, literature reviews, and methodological papers that establish and validate precision AI methods for human performance optimization with a focus on modeling individual differences via state-of-the-art computational methods and investigating how domain expertise and human judgment can improve the performance of AI methods. The topics are crafted in such a way as to cover all the areas of artificial and human intelligence that require AI for further development. This book contains algorithms and techniques that are explained with the help of developed source code and encompasses the readiness and needs for advancements in managing yet another pandemic in the future. It is designed for academicians, scientists, research scholars, professors, graduates, undergraduates, and students.

�ber die Autorinnen und Autoren

S. Suman Rajest is the Dean of Research and Development (R&D) and International Student Affairs (ISA) at Dhaanish Ahmed College of Engineering, Chennai, Tamil Nadu, India. He is an Editor in Chief of the International Journal of Human Computing Studies and The International Journal of Social Sciences World, He is the Chief Executive Editor of the International Journal of Advanced Engineering Research and Science, International Journal of Advanced Engineering, Management and Science, The International Journal of Health and Medicines, The International Journal of Management Economy and Accounting Fields and The International Journal of Technology Information and Computer and also he is an Editorial Board Member in International Journal of Management in Education, Scopus, Inderscience, EAI Endorsed Transactions on e-Learning, and Bulletin of the Karaganda university Pedagogy series. He is also a Book Series Editor at IGI Global Publisher, Springer, etc. All of his writing, including his research, involves elements of creative nonfiction in the Human Computing learning system. He is also interested in creative writing and digital media, Learning, AI, student health learning, etc. He has published 400 papers in peer-reviewed international journals. He has authored and co-authored several scientific book publications in journals and conferences and is a frequent reviewer of international journals and conferences. He also reviews Inderscience, EAI Journals, IGI Global, Science Publications, etc.

Bhopendra Singh has been an Associate Professor in the Engineering & Architecture Department at Amity University Dubai, UAE, from October 2011 to date, respectively. He is a competent & versatile professional with 25 years of experience in Strategic Planning, Academic Operations, Teaching, and mentoring. He currently serves as Head of Industry Relations-Engineering and senior faculty at Amity University in Dubai. He is proactive, thinking out of the box and generating new design solutions and ideas. His research parts are actively involved in accreditation like IET, WASAC, DQA Award, and HCERF Visits. Signed several MOUs with industries like Cisco, Emircom, Tele logic, Siemens, and Dewa R&D. Coordinating with other reputed institutions like IIT Indore for research and student internship. Organising industry visits industry Guest lectures for engineering students. Organising training for engineering students. Arranging internships for engineering students since July 2018. Coordinator of Board of Studies (2011 to 2014). Member of IQAC (2012-2014). Developed and installed a lab for engineering programs (2011-2012). Member of sports committee from (2011-2015). He teaches as per the academic curriculum to students, recognising and nurturing each student’s creative potential. Teach students using a systematic instructional methodology comprising lecture plans (following the credit allotted to each subject), discussion groups, seminars, case studies, field assignments, and independent and group projects. Recently, he has been on the technique program committee, the technique reviews, and the track chair for international conferences published by Springer-ASIC/LNAI Series. He serves as the editor-in-chief of the editorial board of international journals, and he has authored/edited different books by Springer, Wiley, and CRC Press and filed many Patents. Finally, he is a member of ISTE, IET, IEEE, etc.

Ahmed J. Obaid , is a full assistant professor at the Department of Computer Science, Faculty of Computer Science and Mathematics, University of Kufa, He received his BSC in Information Systems (IS) in 2005, from faculty of computer science, University of Anbar in 2005. M.Tech in Computer Science and Engineering from SIT, JNTUH, India in 2012, and PhD in Web Mining and Data Mining from University of Babylon in 2017. His main line of research is Web mining Techniques and Application, Image processing in the Web Platforms, Image processing, Genetic Algorithm and information theory. Ahmed J. Obaid, is an Associated Editor in Brazilian Journal of Operations & Production Management (ESCI), Guest Editor in KEM (Key Engineering Material, Scopus) Journal, Guest Editor of MAICT-19 and ICMAICT-20 issues in IOP journal of Physics, Scopus indexed proceeding. Guest Editor in JESTEC journal (Scopus, WOS) Journal, Managing Editor in American Journal of Business and Operations Research (AJBOR), USA. Associate Editor in IJAST Scopus Journal. Ahmed J. Obaid also Reviewer in many Scopus Journals (Scientific publication, Taylor and Francis, ESTA, and many others). He is leader of ICPAS, MAICT-19, MAICT-20, IHICPS, IICPS Conferences. Ahmed J. Obaid has supervised several final projects of Bachelor and Master in His main line of work. He has edited Some books, such as Advance Material Science and Engineering (ISBN: 9783035736779, Scientific.net publisher), Computational Intelligence Techniques for Combating COVID-19, A Fusion of Artificial Intelligence and Internet of Things for Emerging Cyber Systems. He has authored and co-authored several scientific publications in journals and conferences and is a frequent reviewer of international journals and international conferences.

R. Regin is currently working as an Assistant Professor in the Department of Computer Science and Engineering at the SRM Institute of Science and Technology, Chennai, Tamil Nadu, India. He has a specialisation in the branch of information and communication. He holds experience of 10+ years in teaching faculty and research. He has also published papers in 55 reputed international journals, 40 international conferences, and 15 national conferences. He is a member of professional bodies like IE and IETE. He is also a Book Series Editor for IGI Global Publisher, Springer, etc. He is the Editor-in-Chief of the International Journal of Technology Information and Computers, Growing Scholar USA, and a Journal Ilmiah Teunuleh’s Editorial Advisory Board member. He does research work in VANET, WSN, MANET, Cloud Computing, Network Security, and Information Security. He reviews many reputed journals like Springer, Inderscience, etc.

Prof. Karthikeyan Chinnusamy , Sr Principal with more than 25 years of experience in IT, Product Dev, R&D and Education fields. Fellow IETE, Fellow IE, Sr Member IEEE,Sr Member ACM, Project management Institute (PMI), Reviewer, Editorial Board Member of R&D Journals. Board Member & Program Director SF DAMA. SME in Data Governance, GDPR, HIPAA Compliance, Data Management, Data Architecture, Master Data, Data Quality, AI/ML, Analytics and reporting in Payment processing, Customer, Finance, CRM and License domains. Mentor in SFDC Mig, Data.com, ERP, Architecture, R&D, Embedded systems, VLSI,Adv Information processing. I am also reviewer for IEEE Silicon Valley Sr Member Elevation and Speaker, Volunteer for SFBay ACM. Reviewer of Journals in Springer Nature.

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