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Interpretable Artificial Intelligence: A Perspective of Granular Computing

Language EnglishEnglish
Book Hardback
Book Interpretable Artificial Intelligence: A Perspective of Granular Computing Witold Pedrycz
Libristo code: 35487210
Publishers Springer Nature Switzerland AG, March 2021
This book offers a comprehensive treatise on the recent pursuits of Artificial Intelligence (AI) - E... Full description
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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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About the book

Full name Interpretable Artificial Intelligence: A Perspective of Granular Computing
Language English
Binding Book - Hardback
Date of issue 2021
Number of pages 440
EAN 9783030649487
ISBN 3030649482
Libristo code 35487210
Weight 822
Dimensions 160 x 241 x 29
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