Interpretable Artificial Intelligence: A Perspective of Granular Computing

Name: Interpretable Artificial Intelligence: A Perspective of Granular Computing
Brand: Springer Nature Switzerland AG
SKU: 9783030649517
Price: 881.75 RON
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Autor: Witold Pedrycz, Shyi-Ming Chen

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Editura: Springer Nature Switzerland AG

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

Informații despre carte

Autor

Witold Pedrycz, Shyi-Ming Chen

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2022

Pagini

429

EAN

9783030649517

Enbook ID

38809248

Editura

Springer Nature Switzerland AG

Greutate

670

Dimensiuni

155 x 235 x 24

Descriere completă

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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