Intelligent technologies and robotics r0 explainable fuzzy systems
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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.
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Taal: en
Uitvoering: E-book
Oorspronkelijke releasedatum: 07 april 2021
Ebook Formaat: EPUB3
Illustraties: Met illustraties
Hoofdauteur: Jose Maria Alonso Moral
Tweede Auteur: Ciro Castiello
Hoofduitgeverij: Springer
Lees dit ebook op: Desktop (Mac en Windows)
Lees dit ebook op: Kobo e-reader
Lees dit ebook op: Android (smartphone en tablet)
Lees dit ebook op: iOS (smartphone en tablet)
Lees dit ebook op: Windows (smartphone en tablet)
Toegankelijkheidskenmerken Ebook: Visueel aanpasbaar
Fabrikantgegevens: De informatie van de fabrikant is momenteel niet beschikbaar.
Porno: Nee
Studieboek: Nee
EAN: 9783030710989