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Interpretable Artificial Intelligence: A Perspective of Granular Computing

Name: Interpretable Artificial Intelligence: A Perspective of Granular Computing
Brand: Springer Nature Switzerland AG
SKU: 38809248
Price: 164.74 EUR
Availability: InStock
Author: Witold Pedrycz
ISBN: 9783030649517

Witold Pedrycz

Shyi-Ming Chen

Language

English

Book Paperback

Libristo code: 38809248

Publishers Springer Nature Switzerland AG, March 2022

This book offers a comprehensive treatise on the recent pursuits of Artificial Intelligence (AI) - E... Full description

Libristo code: 38809248

398 b

164.74 €

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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.