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Fuzzy approaches for soft computing ...

Lesot, Marie-Jeanne.

Fuzzy approaches for soft computing and approximate reasoningtheories and applications : dedicated to Bernadette Bouchon-Meunier /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Fuzzy approaches for soft computing and approximate reasoningedited by Marie-Jeanne Lesot, Christophe Marsala.
Reminder of title:	theories and applications : dedicated to Bernadette Bouchon-Meunier /
other author:	Lesot, Marie-Jeanne.
Published:	Cham :Springer International Publishing :2021.
Description:	xx, 297 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Soft computing.
Online resource:	https://doi.org/10.1007/978-3-030-54341-9
ISBN:	9783030543419$q(electronic bk.)

Fuzzy approaches for soft computing and approximate reasoningtheories and applications : dedicated to Bernadette Bouchon-Meunier /
Fuzzy approaches for soft computing and approximate reasoningtheories and applications : dedicated to Bernadette Bouchon-Meunier /[electronic resource] :edited by Marie-Jeanne Lesot, Christophe Marsala. - Cham :Springer International Publishing :2021. - xx, 297 p. :ill. (some col.), digital ;24 cm. - Studies in fuzziness and soft computing,v.3941434-9922 ;. - Studies in fuzziness and soft computing ;v.273..

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.

ISBN: 9783030543419$q(electronic bk.)

Standard No.: 10.1007/978-3-030-54341-9doiSubjects--Topical Terms:

182083
Soft computing.

LC Class. No.: QA76.9.S63 / F89 2021

Dewey Class. No.: 006.3

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520 $a 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.
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