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

Libro 453 de 538: Studies in Computational Intelligence
 
9783030649487: Interpretable Artificial Intelligence: A Perspective of Granular Computing: 937 (Studies in Computational Intelligence, 937)
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ISBN 10: 3030649482 ISBN 13: 9783030649487
Editorial: Springer, 2021

Sinopsis

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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De la contraportada

<p>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.<br></p>

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Editorial
Springer
Año de publicación
2021
Idioma
Inglés
ISBN 10 
3030649482
ISBN 13 
9783030649487
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
440
Editor
Chen Shyi-Ming, Pedrycz Witold
Contacto del fabricante
Springer Nature Customer Service Center GmbH
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