Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications

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106,99 €

Dedicated to Bernadette Bouchon-Meunier, Studies in Fuzziness and Soft Computing 394

ISBN: 3030543404
ISBN 13: 9783030543402
Herausgeber: Marie-Jeanne Lesot/Christophe Marsala
Verlag: Springer Verlag GmbH
Umfang: xx, 297 S., 17 s/w Illustr., 32 farbige Illustr., 297 p. 49 illus., 32 illus. in color.
Erscheinungsdatum: 27.10.2020
Auflage: 1/2021
Produktform: Gebunden/Hardback
Einband: Gebunden

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.

Artikelnummer: 9519394 Kategorie:

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