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lesot marie-jeanne (curatore); marsala christophe (curatore) - fuzzy approaches for soft computing and approximate reasoning: theories and applications
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Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications Dedicated to Bernadette Bouchon-Meunier

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 10/2020
Edizione: 2020 1ª





Trama

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.





Sommario

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, 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.











Altre Informazioni

ISBN:

9783030543402

Condizione: Nuovo
Collana: Studies in Fuzziness and Soft Computing
Dimensioni: 235 x 155 mm
Formato: Copertina rigida
Illustration Notes:XX, 297 p. 49 illus., 32 illus. in color.
Pagine Arabe: 297
Pagine Romane: xx


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