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Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques
Engelsk
Bogcover for Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques af Vladik Kreinovich, 9783031099731
Specifikationer
Sprog:
Engelsk
Sider:
130
ISBN-13:
9783031099731
Indbinding:
Hardback
ISBN-10:
3031099737
Udg. Dato:
17 sep 2022
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
17 sep 2022
Forfatter(e):

Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques

Engelsk
Hardback 2022
Format:

Bog beskrivelse
Modern AI techniques -- especially deep learning -- provide, in many cases, very good recommendations: where a self-driving car should go, whether to give a company a loan, etc. The problem is that not all these recommendations are good -- and since deep learning provides no explanations, we cannot tell which recommendations are good. It is therefore desirable to provide natural-language explanation of the numerical AI recommendations. The need to connect natural language rules and numerical decisions is known since 1960s, when the need emerged to incorporate expert knowledge -- described by imprecise words like "small" -- into control and decision making. For this incorporation, a special "fuzzy" technique was invented, that led to many successful applications. This book described how this technique can help to make AI more explainable.The book can be recommended for students, researchers, and practitioners interested in explainable AI.

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Specifikationer
Sprog:
Engelsk
Sider:
130
ISBN-13:
9783031099731
Indbinding:
Hardback
ISBN-10:
3031099737
Udg. Dato:
17 sep 2022
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
17 sep 2022
Forfatter(e):
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