Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications
Produktnummer:
18260f18054e634a3e81d506d99fdb2de7
| Themengebiete: | Approximate Reasoning Bernadette Bouchon-Meunier Fuzziness Fuzzy Systems Soft Computing |
|---|---|
| Veröffentlichungsdatum: | 27.10.2020 |
| EAN: | 9783030543402 |
| Sprache: | Englisch |
| Seitenzahl: | 297 |
| Produktart: | Gebunden |
| Herausgeber: | Lesot, Marie-Jeanne Marsala, Christophe |
| Verlag: | Springer International Publishing |
| Untertitel: | Dedicated to Bernadette Bouchon-Meunier |
Produktinformationen "Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications"
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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