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Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications = Dedicated to Bernadette Bouchon-Meunier /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications/ edited by Marie-Jeanne Lesot, Christophe Marsala.
其他題名:	Dedicated to Bernadette Bouchon-Meunier /
其他作者:	Lesot, Marie-Jeanne.
面頁冊數:	XX, 297 p. 49 illus., 32 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Computational intelligence. -
電子資源:	https://doi.org/10.1007/978-3-030-54341-9
ISBN:	9783030543419

Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications = Dedicated to Bernadette Bouchon-Meunier /
Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and ApplicationsDedicated to Bernadette Bouchon-Meunier /[electronic resource] :edited by Marie-Jeanne Lesot, Christophe Marsala. - 1st ed. 2021. - XX, 297 p. 49 illus., 32 illus. in color.online resource. - Studies in Fuzziness and Soft Computing,3941860-0808 ;. - Studies in Fuzziness and Soft Computing,319.

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

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

568984
Computational intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications = Dedicated to Bernadette Bouchon-Meunier /
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