03242oam 2200481 450 991048305310332120210414165401.03-030-54341-210.1007/978-3-030-54341-9(CKB)4100000011526509(MiAaPQ)EBC6381170(DE-He213)978-3-030-54341-9(PPN)258088141(EXLCZ)99410000001152650920210414d2021 uy 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierFuzzy approaches for soft computing and approximate reasoning theories and applications : dedicated to Bernadette Bouchon-Meunier /Marie-Jeanne Lesot, Christophe Marsala, editors1st ed. 2021.Cham, Switzerland :Springer,[2021]©20211 online resource (XX, 297 p. 49 illus., 32 illus. in color.) Studies in fuzziness and soft computing ;Volume 3943-030-54340-4 Includes bibliographical references.Chapter 1: The Fuzzy Theoretic Turn -- Chapter 2: Membership functions -- Chapter 3: The evolution of the notion of overlap functions -- Chapter 4: Interpolative reasoning: valid, specificity-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 Identification -- Chapter 10: Fuzzy Systems Interpretability: What, Why and How -- Chapter 11: Fuzzy Clustering Models and Their Related Concepts.This 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.Studies in fuzziness and soft computing ;Volume 394.Fuzzy systemsFuzzy systems.511.313Bouchon-Meunier B(Bernadette),1948-Marsala ChristopheMiAaPQMiAaPQUtOrBLWBOOK9910483053103321Fuzzy approaches for soft computing and approximate reasoning2847249UNINA