Information Processing and Management of Uncertainty in Knowledge-Based Systems: 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings,...
- ISBN-10
- 3030501469
- ISBN-13
- 9783030501464
- Series
- Information Processing and Management of Uncertainty in Knowledge-Based Systems
- Category
- Computers
- Pages
- 753
- Language
- English
- Published
- 2020-06-05
- Publisher
- Springer Nature
- Authors
- Bernadette Bouchon-Meunier, Ronald R. Yager, Marek Z. Reformat
Description
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.
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Other editions
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- 2022-07-04
- 825 pages
- Ebook
- Springer Nature
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- 2016-06-10
- 738 pages
- Ebook
- Springer
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- 2016-06-10
- 836 pages
- Ebook
- Springer
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- 2010-06-17
- 783 pages
- Paperback
- Springer Science & Business Media
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