Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications
Dedicated to Bernadette Bouchon-Meunier
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…
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Produktdetails
Weitere Autoren: Marsala, Christophe (Hrsg.)
- ISBN: 978-3-030-54341-9
- EAN: 9783030543419
- Produktnummer: 36917854
- Verlag: Springer International Publishing
- Sprache: Englisch
- Erscheinungsjahr: 2020
- Seitenangabe: 297 S.
- Plattform: PDF
- Auflage: 1st ed. 2021
- Reihenbandnummer: 394
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