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.
This two-volume set (CCIS 1601-1602) constitutes the proceedings of the 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2021, held in Milan, Italy, in July 2022.
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This two-volume set (CCIS 1601-1602) constitutes the proceedings of the 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2021, held in Milan, Italy, in July 2022. mathematical fuzzy logics; fuzzy methods in data mining and knowledge discovery;
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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.
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ISBN
9783031089701
Publisert
2022-06-26
Utgiver
Vendor
Springer International Publishing AG
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet