Interpretable Artificial Intelligence: A Perspective of Granular Computing (Paperback, 1st ed. 2021)

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.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Studies in Computational Intelligence, 937
Release date:	March 2022
First published:	2021
Editors:	Witold Pedrycz • Shyi-Ming Chen
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	429
Edition:	1st ed. 2021
ISBN-13:	978-3-03-064951-7
Categories:	Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	3-03-064951-2
Barcode:	9783030649517

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