Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques: 1047 (Studies in Computational Intelligence, 1047) - Image 1

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Springer Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques: 1047 (Studies in Computational Intelligence, 1047)

Name: Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques: 1047 (Studies in Computational Intelligence, 1047)
Brand: Springer
Price: 35.4 GBP
Availability: InStock

AI & Machine Learning

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Description

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.

Product Specifications

Brand: Springer
Format: paperback
ASIN: 3031099761
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 18 September 2023
Listed Since: 22 August 2023

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Springer Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques: 1047 (Studies in Computational Intelligence, 1047)

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