Information Processing and Management of Uncertainty in Knowledge-Based Systems / Communications in Computer and Information Science Bd.1601 (PDF)
The 124 papers...
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The 124 papers were carefully reviewed and selected from 188 submissions. The papers are organized in topical sections as follows: aggregation theory beyond the unit interval; formal concept analysis and uncertainty; fuzzy implication functions; fuzzy mathematical analysis and its applications; generalized sets and operators; information fusion techniques based on aggregation functions, pre-aggregation functions, and their generalizations; interval uncertainty; knowledge acquisition, representation and reasoning; logical structures of opposition and logical syllogisms; mathematical fuzzy logics; theoretical and applied aspects of imprecise probabilities; data science and machine learning; decision making modeling and applications; e-health; fuzzy methods in data mining and knowledge discovery; soft computing and artificia intelligence techniques in image processing; soft methods in statistics and data analysis; uncertainty, heterogeneity, reliability and explainability in AI; weak and cautious supervised learning.
- 2022, 1st ed. 2022, 816 Seiten, Englisch
- Herausgegeben: Davide Ciucci, Inés Couso, Jesús Medina, Dominik Slezak, Davide Petturiti, Bernadette Bouchon-Meunier, Ronald R. Yager
- Verlag: Springer International Publishing
- ISBN-10: 3031089715
- ISBN-13: 9783031089718
- Erscheinungsdatum: 04.07.2022
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- Grösse: 30 MB
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