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Interpretable Artificial Intelligence: A Perspective of Granular Computing

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Interpretable Artificial Intelligence: A Perspective of Granular Computing Witold Pedrycz
Libristo kod: 35487210
Nakladnici Springer Nature Switzerland AG, ožujak 2021
This book offers a comprehensive treatise on the recent pursuits of Artificial Intelligence (AI) - E... Cijeli opis
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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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Informacije o knjizi

Puni naziv Interpretable Artificial Intelligence: A Perspective of Granular Computing
Autor Witold Pedrycz
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2021
Broj stranica 440
EAN 9783030649487
ISBN 3030649482
Libristo kod 35487210
Nakladnici Springer Nature Switzerland AG
Težina 822
Dimenzije 160 x 241 x 29

Kategorija

Technology, Engineering, Agriculture > Technology: general issues > Engineering: general
Computing & Information Technology > Computer science > Artificial intelligence
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