Buch, Englisch, Band 1601, 816 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 1253 g
19th International Conference, IPMU 2022, Milan, Italy, July 11-15, 2022, Proceedings, Part I
Buch, Englisch, Band 1601, 816 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 1253 g
Reihe: Communications in Computer and Information Science
ISBN: 978-3-031-08970-1
Verlag: Springer International Publishing
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.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
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.
