Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications : Dedicated to Bernadette Bouchon-Meunier / edited by Marie-Jeanne Lesot, Christophe Marsala.
Material type:
TextSeries: Studies in Fuzziness and Soft Computing ; 394Publication details: Switzerland: Sprenger, c2021.Edition: 1st ed. 2021Description: 1 online resource (XX, 297 p. 49 illus., 32 illus. in color.) online resource. 24 cmISBN: - 9783030543419
- 9783030543402
- 9783030543426
- 9783030543433
- 006.3 23 LES-F 2021 789483
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Faculty of CS & IT Library CS & IT Shelf No. 43 New Arrival | Book | 006.3 LES-F 2021 789483 (Browse shelf(Opens below)) | C 1 | Available | 789483 |
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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.