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Interpretable Artificial Intelligence: A Perspective of Granular Computing

Softcover - 9783030649517
171,19 €
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Hardcover - 9783030649487
171,19 €

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Weitere Formate

Hardcover - 9783030649487
171,19 €

Beschreibung

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

Verlag Springer International Publishing
Ersterscheinung 29. März 2022
Maße 23.5 cm x 15.5 cm
Gewicht 663 Gramm
Format Softcover
ISBN-13 9783030649517
Seiten 429

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