Książka Interpretable Artificial Intelligence: A Perspective of Granular Computing Witold Pedrycz

Interpretable Artificial Intelligence: A Perspective of Granular Computing

Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
682.55
This book offers a comprehensive treatise on the recent pursuits of Artificial Intelligence (AI) - E...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2021
strony
440
EAN
9783030649487
ISBN
3030649482
Enbook ID
35487210
Waga
822
Wymiary
160 x 241 x 29

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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