Electronic Resource

Explainable Fuzzy Systems

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Penilaian

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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.

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Availability

Inventory Code	Barcode	Call Number	Location	Status
1908000620	EB0001173	006.33 Exp	Central Library (OPAC)	Available

Detail Information

Series Title

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Call Number

006.33 Exp

Publisher

Switzerland : Springer Cham., 2021

Collation

XXXI, 232p.:Ill

Language

English

ISBN/ISSN

978-3-030-71098-9

Classification

006.33

Content Type

Ebook

Media Type

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Carrier Type

online resource

Edition

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Subject(s)

Artificial intelligence

Specific Detail Info

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Statement of Responsibility

BRF

Other version/related

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