Interpretable Artificial Intelligence: A Perspective of Granular Computing

Name: Interpretable Artificial Intelligence: A Perspective of Granular Computing
Brand: Springer Nature Switzerland AG
SKU: 9783030649487
Price: 3654 CZK
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Autor: Witold Pedrycz

Jazyk:

Vazba: Pevná

Vydavatel: Springer Nature Switzerland AG

Dostupnost: Skladem u dodavatele

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3 654 Kč

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

Informace o knize

Autor

Witold Pedrycz

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2021

Stránek

440

EAN

9783030649487

ISBN

3030649482

Enbook ID

35487210

Vydavatel

Springer Nature Switzerland AG

Hmotnost

822

Rozměry

160 x 241 x 29

Kompletní popis

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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Interpretable Artificial Intelligence: A Perspective of Granular Computing

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