Information processing and management of uncertainty in knowledge-based systems : 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15-19, 2020, Proceedings. Part II / Marie-Jeanne Lesot, Susana Vieira, Marek Z. Reformat, João Paulo Carvalho, Anna Wilbik, Bernadette Bouchon-Meunier, Ronald R. Yager (eds.).
International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (18th : 2020 : Online); Lesot, Marie-Jeanne, 1978-; Vieira, Susana.; Reformat, Marek.; Carvalho, Joao Paulo.; Wilbik, Anna.; Bouchon-Meunier, B. (Bernadette), 1948-; Yager, Ronald R., 1941-
2020
QA76.76.E95
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Title Information processing and management of uncertainty in knowledge-based systems : 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15-19, 2020, Proceedings. Part II / Marie-Jeanne Lesot, Susana Vieira, Marek Z. Reformat, João Paulo Carvalho, Anna Wilbik, Bernadette Bouchon-Meunier, Ronald R. Yager (eds.).
Meeting Name International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (18th : 2020 : Online)
ISBN 9783030501433 (electronic book)
3030501434 (electronic book)
9783030501426
DOI https://doi.org/10.1007/978-3-030-50
Imprint Cham : Springer, 2020.
Language English
Description 1 online resource (816 pages).
Other Standard Identifiers 10.1007/978-3-030-50
Call Number QA76.76.E95
Dewey Decimal Classification 006.3/3
Summary This three volume set (CCIS 1237-1239) constitutes the proceedings of the 18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2020, in June 2020. The conference was scheduled to take place in Lisbon, Portugal, at University of Lisbon, but due to COVID-19 pandemic it was held virtually. The 173 papers were carefully reviewed and selected from 213 submissions. The papers are organized in topical sections: homage to Enrique Ruspini; invited talks; foundations and mathematics; decision making, preferences and votes; optimization and uncertainty; games; real world applications; knowledge processing and creation; machine learning I; machine learning II; XAI; image processing; temporal data processing; text analysis and processing; fuzzy interval analysis; theoretical and applied aspects of imprecise probabilities; similarities in artificial intelligence; belief function theory and its applications; aggregation: theory and practice; aggregation: pre-aggregation functions and other generalizations of monotonicity; aggregation: aggregation of different data structures; fuzzy methods in data mining and knowledge discovery; computational intelligence for logistics and transportation problems; fuzzy implication functions; soft methods in statistics and data analysis; image understanding and explainable AI; fuzzy and generalized quantifier theory; mathematical methods towards dealing with uncertainty in applied sciences; statistical image processing and analysis, with applications in neuroimaging; interval uncertainty; discrete models and computational intelligence; current techniques to model, process and describe time series; mathematical fuzzy logic and graded reasoning models; formal concept analysis, rough sets, general operators and related topics; computational intelligence methods in information modelling, representation and processing.
Note International conference proceedings.
The title page lists the conference location as Lisbon, Portugal. However, the preface states "Unfortunately, due to the COVID-19 pandemic and international travel restrictions around the globe, the Organizing Committee made the decision to make IPMU 2020 a virtual conference taking place as scheduled."
Includes author index.
Access Note Access limited to authorized users.
Source of Description Description based on print version record.
Added Author Lesot, Marie-Jeanne, 1978-
Vieira, Susana.
Reformat, Marek.
Carvalho, Joao Paulo.
Wilbik, Anna.
Bouchon-Meunier, B. (Bernadette), 1948-
Yager, Ronald R., 1941-
Series Communications in computer and information science ; 1237.
Available in Other Form Information Processing and Management of Uncertainty in Knowledge-Based Systems : 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15-19, 2020, Proceedings, Part II
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Homage to Enrique Ruspini
Invited Talks
Foundations and Mathematics
Decision Making, Preferences and Votes
Optimization and Uncertainty. -Games
Real World Applications
Knowledge Processing and Creation
Machine Learning I
Machine Learning II.
XAI
Image Processing
Temporal Data Processing
Text Analysis and Processing
Fuzzy Interval Analysis
Theoretical and Applied Aspects of Imprecise Probabilities
Similarities in Artifcial Intelligence
Belief Function Theory and its Applications
Aggregation: Theory and Practice
Aggregation: Pre-aggregation Functions and other Generalizations of Monotonicity
Aggregation: Aggregation of Di erent Data Structures
Fuzzy methods in Data Mining and Knowledge Discovery
Computational Intelligence for Logistics and Transportation Problems
Fuzzy Implication Functions
Soft Methods in Statistics and Data Analysis
Image Understanding and Explainable AI
Fuzzy and Generalized Quantifer Theory
Mathematical Methods Towards Dealing with Uncertainty in Applied Sciences
Statistical Image Processing and Analysis, with Applications in Neuroimaging
Interval Uncertainty
Discrete Models and Computational Intelligence
Current Techniques to Model, Process and Describe Time Series
Mathematical Fuzzy Logic and Graded Reasoning Models
Formal Concept Analysis, Rough Sets, General Operators and Related Topics
Computational Intelligence Methods in Information Modelling, Representation and Processing.

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