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.

Acerca de los autores

S. Suman Rajest is currently working as Dean of Research and Development (R&D) & 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 in 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 500 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 international conferences and also, he is also a reviewer in 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 Asst. Professor at the Department of Computer Science, Faculty of Computer Science and Mathematics, University of Kufa, Iraq. Dr. Ahmed holds a Bachelor's in Computer Science, a degree in – Information Systems from the College of Computers, University of Anbar, Iraq (2001-2005), and a Master's Degree (M. TECH) in Computer Science Engineering (CSE) from School of Information Technology, Jawaharlal Nehru Technological University, Hyderabad, India (2010-2013), and a Doctor of Philosophy (Ph.D.) in Web Mining from College of Information Technology, University of Babylon, Iraq (2013-2017). He is a Certified Web Mining Consultant with over 14 years of experience working as a Faculty Member at the University of Kufa, Iraq. He has taught courses in Web Designing, Web Scripting, JavaScript, VB.Net, MATLAB Toolbox, and other courses on PHP, CMC, and DHTML from more than 10 international organizations and institutes in the USA, and India. Dr. Ahmed is a member of the Statistical and Information Consultation Center (SICC), University of Kufa, Iraq. His main line of research is Web mining Techniques and Applications, Image processing in Web Platforms, Image processing, Genetic Algorithm, information theory, and Medical Health Applications. Ahmed J. is an Associated Editor in the Brazilian Journal of Operations & Production Management (BJO&PM) and an Editorial Board member in the International Journal of Advance Study and Research Work (IJASRW), Journal of Research in Engineering and Applied Sciences(JREAS), GRD Journal for Engineering (GRDJE), International Research Journal of Multidisciplinary Science & Technology (IRJMST), The International Journal of Technology Information and Computer (IJTIC), Career Point International Journal Research (CPIJR). Ahmed J. was Editor in Many International Conferences such as: ISCPS_2020, MAICT_2020, IHICPS_2020, IICESAT_2021, IICPS_2020, ICPAS_2021, etc. (Scopus Indexed Conferences). He has edited Some books, such as Advance Material Science and Engineering (ISBN: 9783035736779, Scientific.net publisher), Computational Intelligence Techniques for Combating COVID-19 (ISBN: 978-3-030-68936-0 EAI/Springer), A Fusion of Artificial Intelligence and Internet of Things for Emerging Cyber Systems (ISBN: 978-3-030-76653-5 Springer). Ahmed J. has supervised several final projects for Bachelor's and Master's in his main line of work and authored and co-authored several scientific publications in journals, Books, and conferences with more than 75+ Journal Research Articles, 5+ book Chapters, 15+ Conference papers, 10+ Conference proceedings, 8+ Books Editing, 2+ Patent. Ahmed J. is also a Reviewer in many Scopus, SCI, and ESCI Journals e.g., CMC, IETE, IJAACS, IJIPM, IJKBD, IJBSR, IET, IJUFKS, and many others. Dr. Ahmed attended and participate as: Keynote Speakers (60+ Conferences), Webinars (10+), and Session Chairs (10+), in many international events in the following countries: India, Turkey, Nepal, Philippines, Vietnam, Thailand, Indonesia, and other countries.

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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