LEADER 03242oam 2200481 450 001 9910483053103321 005 20210414165401.0 010 $a3-030-54341-2 024 7 $a10.1007/978-3-030-54341-9 035 $a(CKB)4100000011526509 035 $a(MiAaPQ)EBC6381170 035 $a(DE-He213)978-3-030-54341-9 035 $a(PPN)258088141 035 $a(EXLCZ)994100000011526509 100 $a20210414d2021 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aFuzzy approaches for soft computing and approximate reasoning $etheories and applications : dedicated to Bernadette Bouchon-Meunier /$fMarie-Jeanne Lesot, Christophe Marsala, editors 205 $a1st ed. 2021. 210 1$aCham, Switzerland :$cSpringer,$d[2021] 210 4$d©2021 215 $a1 online resource (XX, 297 p. 49 illus., 32 illus. in color.) 225 1 $aStudies in fuzziness and soft computing ;$vVolume 394 311 $a3-030-54340-4 320 $aIncludes bibliographical references. 327 $aChapter 1: The Fuzzy Theoretic Turn -- Chapter 2: Membership functions -- Chapter 3: The evolution of the notion of overlap functions -- Chapter 4: Interpolative reasoning: valid, speci?city-gradual -- Chapter 5: A similarity-based three-valued modal logic approach to reason with prototypes and counterexamples -- Chapter 6: Analogy -- Chapter 7: The role of the context in decision and optimization problems -- Chapter 8: Decision rules under vague and uncertain information -- Chapter 9: Abstract Models for Systems Identi?cation -- Chapter 10: Fuzzy Systems Interpretability: What, Why and How -- Chapter 11: Fuzzy Clustering Models and Their Related Concepts. 330 $aThis book gathers cutting-edge papers in the area of Computational Intelligence, presented by specialists, and covering all major trends in the research community in order to provide readers with a rich primer. It presents an overview of various soft computing topics and approximate reasoning-based approaches, both from theoretical and applied perspectives. Numerous topics are covered: fundamentals aspects of fuzzy sets theory, reasoning approaches (interpolative, analogical, similarity-based), decision and optimization theory, fuzzy databases, soft machine learning, summarization, interpretability and XAI. Moreover, several application-based papers are included, e.g. on image processing, semantic web and intelligent tutoring systems. This book is dedicated to Bernadette Bouchon-Meunier in honor of her achievements in Computational Intelligence, which, throughout her career, have included profuse and diverse collaborations, both thematically and geographically. 410 0$aStudies in fuzziness and soft computing ;$vVolume 394. 606 $aFuzzy systems 615 0$aFuzzy systems. 676 $a511.313 702 $aBouchon-Meunier$b B$g(Bernadette),$f1948- 702 $aMarsala$b Christophe 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bUtOrBLW 906 $aBOOK 912 $a9910483053103321 996 $aFuzzy approaches for soft computing and approximate reasoning$92847249 997 $aUNINA