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: 679.55 PLN
Availability: InStock

Autor: Witold Pedrycz, Shyi-Ming Chen

Język:

Oprawa: Miękka

Wydawca: Springer Nature Switzerland AG

Dostępność: Dostępna u dostawcy

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

Informacje o książce

Autor

Witold Pedrycz, Shyi-Ming Chen

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2022

strony

429

EAN

9783030649517

Enbook ID

38809248

Wydawca

Springer Nature Switzerland AG

Waga

670

Wymiary

155 x 235 x 24

Pełny opis

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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