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: Lesot, Marie-Jeanne (Hrsg.)
- ISBN: 978-3-030-54343-3
- EAN: 9783030543433
- Produktnummer: 37872028
- Verlag: Springer International Publishing
- Sprache: Englisch
- Erscheinungsjahr: 2021
- Seitenangabe: 320 S.
- Masse: H23.5 cm x B15.5 cm x D1.7 cm 487 g
- Auflage: 1st ed. 2021
- Abbildungen: Paperback
- Gewicht: 487
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