Editors:
Part of the book series: Communications in Computer and Information Science (CCIS, volume 1601)
Conference series link(s): IPMU: International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems
Conference proceedings info: IPMU 2022.
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Table of contents (64 papers)
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Front Matter
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Aggregation Theory Beyond the Unit Interval
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Front Matter
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Formal Concept Analysis and Uncertainty
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Front Matter
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Fuzzy Implication Functions
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Front Matter
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Other Volumes
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Information Processing and Management of Uncertainty in Knowledge-Based Systems
About this book
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.
Keywords
- aggregation operator
- artificial intelligence
- computer networkds
- computer science
- computer systems
- correlation analysis
- data mining
- evolutionary algorithms
- fuzzy control
- fuzzy logic
- fuzzy reasoning
- fuzzy set theory
- fuzzy sets
- fuzzy systems
- genetic algorithms
- graph tehory
- intuitionistic fuzzy sets
- machine learning
- signal processing
- theoretical computer science
Editors and Affiliations
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University of Milano-Bicocca, Milan, Italy
Davide Ciucci
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University of Oviedo, Oviedo, Spain
Inés Couso
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University of Cádiz, Cádiz, Spain
Jesús Medina
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University of Warsaw, Warsaw, Poland
Dominik Ślęzak
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University of Perugia, Perugia, Italy
Davide Petturiti
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Sorbonne Université, Paris, France
Bernadette Bouchon-Meunier
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Iona College, New Rochelle, USA
Ronald R. Yager
Bibliographic Information
Book Title: Information Processing and Management of Uncertainty in Knowledge-Based Systems
Book Subtitle: 19th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part I
Editors: Davide Ciucci, Inés Couso, Jesús Medina, Dominik Ślęzak, Davide Petturiti, Bernadette Bouchon-Meunier, Ronald R. Yager
Series Title: Communications in Computer and Information Science
DOI: https://doi.org/10.1007/978-3-031-08971-8
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2022
Softcover ISBN: 978-3-031-08970-1Published: 26 June 2022
eBook ISBN: 978-3-031-08971-8Published: 04 July 2022
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number: 1
Number of Pages: XXVI, 816
Number of Illustrations: 99 b/w illustrations, 61 illustrations in colour
Topics: Artificial Intelligence, Mathematical Logic and Formal Languages, Information Systems and Communication Service