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XAI Based Intelligent Systems for Society 5.0 (Paperback)
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XAI Based Intelligent Systems for Society 5.0 (Paperback)
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XAI Based Intelligent Systems for Society 5.0 focuses on the
development and analysis of Explainable Artificial Intelligence
(XAI)-based models and intelligent systems that can be utilized for
Society 5.0—characterized by a knowledge intensive, data driven,
and non-monetary society. The book delves into the issues of
transparency, explainability, data fusion, and interpretability,
which are significant for the development of a super smart society
and are addressed through XAI-based models and techniques.
XAI-based deep learning models, fuzzy and hybrid intelligent
systems, expert systems, and intrinsic explainable models in the
context of Society 5.0 are presented in detail.The book also
addresses—using XAI-based intelligent techniques—the privacy
issues intrinsic in storing huge amounts of data or information in
virtual space. The concept of Responsible AI, which is at the core
of the future direction of XAI for Society 5.0, is also explored in
this book. Finally, the application areas of XAI, including
relevant case studies, are presented in the concluding chapter.
This book serves as a valuable resource for graduate/post graduate
students, academicians, analysts, computer scientists, engineers,
researchers, professionals, and other personnel working in the area
of artificial intelligence, machine learning, and intelligent
systems, who are interested in creating a people-centric smart
society.
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