Vai al contenuto principale della pagina
Titolo: | Fuzzy approaches for soft computing and approximate reasoning : theories and applications : dedicated to Bernadette Bouchon-Meunier / / Marie-Jeanne Lesot, Christophe Marsala, editors |
Pubblicazione: | Cham, Switzerland : , : Springer, , [2021] |
©2021 | |
Edizione: | 1st ed. 2021. |
Descrizione fisica: | 1 online resource (XX, 297 p. 49 illus., 32 illus. in color.) |
Disciplina: | 511.313 |
Soggetto topico: | Fuzzy systems |
Persona (resp. second.): | Bouchon-MeunierB <1948-> (Bernadette) |
MarsalaChristophe | |
Nota di bibliografia: | Includes bibliographical references. |
Nota di contenuto: | 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. |
Sommario/riassunto: | 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. |
Titolo autorizzato: | Fuzzy approaches for soft computing and approximate reasoning |
ISBN: | 3-030-54341-2 |
Formato: | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione: | Inglese |
Record Nr.: | 9910483053103321 |
Lo trovi qui: | Univ. Federico II |
Opac: | Controlla la disponibilità qui |