Studies in Computational Intelligence

Pedrycz, Witold; Chen, Shyi-Ming

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.

Details

Published by: Springer

Publication Date: 2021-03-27

Format: Hardcover

ISBN-13: 9783030649487

DOI: 10.1007/978-3-030-64949-4

Dimensions: 235cm x155cm

Pages: 429