Interpretable Artificial Intelligence: A Perspective of Granular Computing: 937 (Studies in Computational Intelligence, 937) - Hardcover

Book 453 of 538: Studies in Computational Intelligence
 
9783030649487: Interpretable Artificial Intelligence: A Perspective of Granular Computing: 937 (Studies in Computational Intelligence, 937)

Synopsis

This book offers a comprehensive treatise on the recent pursuits of Artificial Intelligence (AI) – Explainable Artificial Intelligence (XAI) by casting the crucial features of interpretability and explainability in the original framework of Granular Computing. The innovative perspective established with the aid of information granules provides a high level of human centricity and transparency central to the development of AI constructs. The chapters reflect the breadth of the area and cover recent developments in the methodology, advanced algorithms and applications of XAI to visual analytics, knowledge representation, learning and interpretation. The book appeals to a broad audience including researchers and practitioners interested in gaining exposure to the rapidly growing body of knowledge in AI and intelligent systems.

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From the Back Cover

This book offers a comprehensive treatise on the recent pursuits of Artificial Intelligence (AI) – Explainable Artificial Intelligence (XAI) by casting the crucial features of interpretability and explainability in the original framework of Granular Computing. The innovative perspective established with the aid of information granules provides a high level of human centricity and transparency central to the development of AI constructs. The chapters reflect the breadth of the area and cover recent developments in the methodology, advanced algorithms and applications of XAI to visual analytics, knowledge representation, learning and interpretation. The book appeals to a broad audience including researchers and practitioners interested in gaining exposure to the rapidly growing body of knowledge in AI and intelligent systems.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9783030649517: Interpretable Artificial Intelligence: A Perspective of Granular Computing: 937 (Studies in Computational Intelligence, 937)

Featured Edition

ISBN 10:  3030649512 ISBN 13:  9783030649517
Publisher: Springer, 2022
Softcover