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010   $a3-030-71098-X
024 7 $a10.1007/978-3-030-71098-9
035   $a(CKB)4100000011881137
035   $a(MiAaPQ)EBC6539081
035   $a(Au-PeEL)EBL6539081
035   $a(OCoLC)1245923249
035   $a(PPN)255289758
035   $a(DE-He213)978-3-030-71098-9
035   $a(EXLCZ)994100000011881137
100   $a20210407d2021      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aExplainable Fuzzy Systems $ePaving the Way from Interpretable Fuzzy Systems to Explainable AI Systems /$fby Jose Maria Alonso Moral, Ciro Castiello, Luis Magdalena, Corrado Mencar
205   $a1st ed. 2021.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2021.
215   $a1 online resource (253 pages) $cillustrations
225 1 $aStudies in Computational Intelligence,$x1860-9503 ;$v970
311 08$a3-030-71097-1 
320   $aIncludes bibliographical references and index.
327   $aToward Explainable Arti?cial Intelligence through Fuzzy Systems -- An Overview of Fuzzy Systems -- Interpretability Constraints and Criteria for Fuzzy Systems -- Revisiting Indexes for Assessing Interpretability of Fuzzy Systems -- Designing Interpretable Fuzzy Systems.
330   $aThe importance of Trustworthy and Explainable Artificial Intelligence (XAI) is recognized in academia, industry and society. This book introduces tools for dealing with imprecision and uncertainty in XAI applications where explanations are demanded, mainly in natural language. Design of Explainable Fuzzy Systems (EXFS) is rooted in Interpretable Fuzzy Systems, which are thoroughly covered in the book. The idea of interpretability in fuzzy systems, which is grounded on mathematical constraints and assessment functions, is firstly introduced. Then, design methodologies are described. Finally, the book shows with practical examples how to design EXFS from interpretable fuzzy systems and natural language generation. This approach is supported by open source software. The book is intended for researchers, students and practitioners who wish to explore EXFS from theoretical and practical viewpoints. The breadth ofcoverage will inspire novel applications and scientific advancements.
410  0$aStudies in Computational Intelligence,$x1860-9503 ;$v970
606   $aComputational intelligence
606   $aArtificial intelligence
606   $aComputational Intelligence
606   $aArtificial Intelligence
615  0$aComputational intelligence.
615  0$aArtificial intelligence.
615 14$aComputational Intelligence.
615 24$aArtificial Intelligence.
676   $a006.33
700   $aAlonso Moral$b Jose Maria$0848873
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910483197103321
996   $aExplainable fuzzy systems$91895876
997   $aUNINA