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

Dedicated to Bernadette Bouchon-Meunier

  • Book
  • © 2021

Overview

Editors:
  1. Marie-Jeanne Lesot

    1. Sorbonne Université, CNRS, LIP6, Paris, France

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    You can also search for this editor in PubMed   Google Scholar

  2. Christophe Marsala

    1. Sorbonne Université, CNRS, LIP6, Paris, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Presents Fuzzy Approaches for Soft Computing and Approximate Reasoning
  • Dedicated to Bernadette Bouchon-Meunier
  • Includes Theories and Applications Alike

Part of the book series: Studies in Fuzziness and Soft Computing (STUDFUZZ, volume 394)

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Table of contents (24 chapters)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. The Fuzzy Theoretic Turn

    • Michio Sugeno
    Pages 1-4

  3. Membership Functions

    • Didier Dubois, Henri Prade
    Pages 5-20

  4. The Evolution of the Notion of Overlap Functions

    • Humberto Bustince, Radko Mesiar, Graçaliz Dimuro, Javier Fernandez, Benjamín Bedregal
    Pages 21-29

  5. Interpolative Reasoning: Valid, Specificity-Gradual and Similarity-Based

    • Marcin Detyniecki
    Pages 31-43

  6. A Similarity-Based Three-Valued Modal Logic Approach to Reason with Prototypes and Counterexamples

    • Francesc Esteva, Lluis Godo, Sandra Sandri
    Pages 45-59

  7. Analogy

    • Charles Tijus
    Pages 61-73

  8. The Role of the Context in Decision and Optimization Problems

    • Maria T. Lamata, David A. Pelta, José Luis Verdegay
    Pages 75-84

  9. Decision Rules Under Vague and Uncertain Information

    • Giulianella Coletti
    Pages 85-97

  10. Abstract Models for Systems Identification

    • Dan A. Ralescu, Anca L. Ralescu
    Pages 99-110

  11. Fuzzy Systems Interpretability: What, Why and How

    • Luis Magdalena
    Pages 111-122

  12. Fuzzy Clustering Models and Their Related Concepts

    • Mika Sato-Ilic
    Pages 123-134

  13. Fast Cluster Tendency Assessment for Big, High-Dimensional Data

    • Punit Rathore, James C. Bezdek, Marimuthu Palaniswami
    Pages 135-149

  14. An Introduction to Linguistic Summaries

    • Ronald R. Yager
    Pages 151-162

  15. Graduality in Data Sciences: Gradual Patterns

    • Anne Laurent
    Pages 163-168

  16. Evolving Systems

    • Fernando Gomide, Andre Lemos, Walmir Caminhas
    Pages 169-178

  17. Control: Advances on Fuzzy Model-Based Observers

    • Thierry-Marie Guerra, Miguel Angel Bernal
    Pages 179-190

  18. Fuzzy Extensions of Databases

    • Olivier Pivert, Grégory Smits
    Pages 191-200

  19. On Maxitive Image Processing

    • Olivier Strauss, Kevin Loquin, Florentin Kucharczak
    Pages 201-215

  20. F-Transform Representation of Nonlocal Operators with Applications to Image Restoration

    • Irina Perfilieva
    Pages 217-229
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Keywords

About this book

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.

Editors and Affiliations

  • Sorbonne Université, CNRS, LIP6, Paris, France

    Marie-Jeanne Lesot, Christophe Marsala

Bibliographic Information

  • Book Title: Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications

  • Book Subtitle: Dedicated to Bernadette Bouchon-Meunier

  • Editors: Marie-Jeanne Lesot, Christophe Marsala

  • Series Title: Studies in Fuzziness and Soft Computing

  • DOI: https://doi.org/10.1007/978-3-030-54341-9

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021

  • Hardcover ISBN: 978-3-030-54340-2Published: 27 October 2020

  • Softcover ISBN: 978-3-030-54343-3Published: 27 October 2021

  • eBook ISBN: 978-3-030-54341-9Published: 26 October 2020

  • Series ISSN: 1434-9922

  • Series E-ISSN: 1860-0808

  • Edition Number: 1

  • Number of Pages: XX, 297

  • Number of Illustrations: 17 b/w illustrations, 32 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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