XAI Based Intelligent Systems for Society 5.0

XAI Based Intelligent Systems for Society 5.0 focuses on developing and analyzing XAI-based models and intelligent systems for Society 5.0, addressing transparency, explainability, data fusion, and interpretability. It also explores Responsible AI and presents application areas, including case studies.

Format: Paperback / softback
Length: 700 pages
Publication date: 01 November 2023
Publisher: Elsevier - Health Sciences Division

XAI Based Intelligent Systems for Society 5.0 is a comprehensive exploration of the development and analysis of Explainable Artificial Intelligence (XAI)-based models and intelligent systems that can be leveraged for Society 5.0, a knowledge-intensive, data-driven, and non-monetary society. The book delves into the critical issues of transparency, explainability, data fusion, and interpretability, which are essential for the creation of a super-smart society. These challenges are addressed through XAI-based models and techniques, providing a comprehensive framework for building intelligent systems that are accountable, transparent, and capable of making informed decisions.

XAI-based deep learning models, fuzzy and hybrid intelligent systems, expert systems, and intrinsic explainable models are presented in detail, offering a comprehensive overview of the available technologies. Furthermore, the book addresses the privacy concerns inherent in storing vast amounts of data or information in virtual space, employing XAI-based intelligent techniques to ensure the protection of personal information.

The concept of Responsible AI, which is at the core of the future direction of XAI for Society 5.0, is explored in depth. The book also presents a range of application areas of XAI, including relevant case studies, providing practical insights into how XAI can be applied in various industries and sectors.

This book serves as a valuable resource for graduate/post graduate students, academics, analysts, computer scientists, engineers, researchers, professionals, and other personnel working in the area of artificial intelligence, machine learning, and intelligent systems. It provides a comprehensive understanding of XAI-based models and systems, enabling them to create a people-centric smart society that is accountable, transparent, and beneficial to society as a whole.

Dimension: 229 x 151 (mm)
ISBN-13: 9780323953153