Explainable AI Applications for Human Behavior Analysis
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Explainable AI Applications for Human Behavior Analysis: (Advances in Computational Intelligence and Robotics)

Explainable AI Applications for Human Behavior Analysis: (Advances in Computational Intelligence and Robotics)


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About the Book

In the field of computer vision research, the study of human behavior is a formidable challenge. The diverse applications of this field, from video surveillance for crowd analysis to healthcare diagnostics, have drawn increasing attention. However, a significant problem persists – the sacrifice of transparency for the sake of predictive accuracy in Artificial Intelligence (AI) solutions. These AI systems often operate as enigmatic black boxes, seemingly conjuring decisions from vast datasets with little to no explanation. The need for clarity and accountability in AI decision-making is paramount as our reliance on these systems continues to grow. Explainable AI Applications for Human Behavior Analysis embarks on a mission to harness AI's innate capability to elucidate upon its own decision-making processes. By focusing on facial expressions, gestures, and body movements, we delve into uncharted territories of research, offering novel methodologies, databases, benchmarks, and algorithms for the analysis of human behavior in natural settings. Geared toward academic scholars, this book compiles the expertise of leading researchers in the field, making it accessible to readers of all educational backgrounds. It bridges the gap between technical depth and ease of comprehension, featuring quick-reference infographics and an array of topics. The aim is not only to inform but also to encourage knowledge sharing among peers. Join us in the exploration of this technology’s transformative potential in decoding human behavior, a journey that promotes clarity, innovation, and accountability for our AI-driven future.

About the Author :
P. Paramasivan has been working as Director of Dhaanish Ahmed College of Engineering, Chennai, India. And he is an accomplished professor with extensive experience and he has dedicated his career to mentoring and educating students with a passion for engineering and technology. Over approximately 15 years, he has individually guided and motivated around 15,000 students in their pursuit of knowledge and success. Recognized as a self-driven and highly motivated teacher. He possesses a unique skill set in designing effective teaching and learning processes. His strategic approach to education has yielded exceptional results, earning him a trusted reputation among prestigious institutions in Chennai since 2008. His commitment to bridging the gap between academia and industry is commendable. He has played a pivotal role in establishing an industrial platform connecting students with top-tier hardware and software companies. Through collaborations with renowned organizations such as ZOHO, Ashok Leyland, Pyroferus Technologies, and Godrej, he has provided students invaluable opportunities to engage in research projects aligned with their interests. 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. Karthikeyan Chinnusamy is 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. 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. Ferdin Joe John Joseph , PhD, is currently affiliated with Thai-Nichi Institute of Technology.


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Product Details
  • ISBN-13: 9798369313572
  • Publisher: IGI Global
  • Publisher Imprint: Engineering Science Reference
  • Language: English
  • Series Title: Advances in Computational Intelligence and Robotics
  • ISBN-10: 8369313574
  • Publisher Date: 20 May 2024
  • Binding: Digital download and online
  • No of Pages: 369


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