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portada Interpretable Artificial Intelligence: A Perspective of Granular Computing
Type
Physical Book
Publisher
Author
Language
English
Pages
429
Format
Hardcover
Dimensions
23.4 x 15.6 x 2.5 cm
Weight
0.79 kg.
ISBN13
9783030649487
Categories

Interpretable Artificial Intelligence: A Perspective of Granular Computing

Pedrycz, Witold ; Chen, Shyi-Ming (Author) · Springer · Hardcover

Interpretable Artificial Intelligence: A Perspective of Granular Computing - Pedrycz, Witold ; Chen, Shyi-Ming

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Synopsis "Interpretable Artificial Intelligence: A Perspective of Granular Computing"

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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