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Explainable Fuzzy Systems by Jose Maria Alonso Moral
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Explainable Fuzzy Systems

Paving the Way from Interpretable Fuzzy Systems to Explainable AI Systems
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Description

The importance of Trustworthy and Explainable Artificial Intelligence (XAI) is recognized in academia, industry and society. This book introduces tools for dealing with imprecision and uncertainty in XAI applications where explanations are demanded, mainly in natural language.   Design of Explainable Fuzzy Systems (EXFS) is rooted in Interpretable Fuzzy Systems, which are thoroughly covered in the book. The idea of interpretability in fuzzy systems, which is grounded on mathematical constraints and assessment functions, is firstly introduced. Then, design methodologies are described. Finally, the book shows with practical examples how to design EXFS from interpretable fuzzy systems and natural language generation. This approach is supported by open source software.   The book is intended for researchers, students and practitioners who wish to explore EXFS from theoretical and practical viewpoints. The breadth ofcoverage will inspire novel applications and scientific advancements.
Release date Australia
April 8th, 2022
Pages
232
Edition
1st ed. 2021
Audience
  • Professional & Vocational
Illustrations
31 Illustrations, color; 26 Illustrations, black and white; XXXI, 232 p. 57 illus., 31 illus. in color.
ISBN-13
9783030711009
Product ID
35767987

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