Interpretable Artificial Intelligence: A Perspective of Granular Computing (Studies in Computational Intelligence, 937, Band 937) - Hardcover

Buch 453 von 538: Studies in Computational Intelligence
 
9783030649487: Interpretable Artificial Intelligence: A Perspective of Granular Computing (Studies in Computational Intelligence, 937, Band 937)
Hardcover
ISBN 10: 3030649482 ISBN 13: 9783030649487
Verlag: Springer, 2021

Inhaltsangabe

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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Von der hinteren Coverseite

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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Verlag
Springer
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
3030649482
ISBN 13 
9783030649487
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
437
Herausgeber
Pedrycz Witold, Chen Shyi-Ming
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

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Softcover