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Information Processing and Management of Uncertainty in Knowledge-Based Systems 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part III /

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...

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Corporate Author: SpringerLink (Online service)
Other Authors: Lesot, Marie-Jeanne. (Editor, http://id.loc.gov/vocabulary/relators/edt), Vieira, Susana. (Editor, http://id.loc.gov/vocabulary/relators/edt), Reformat, Marek Z. (Editor, http://id.loc.gov/vocabulary/relators/edt), Carvalho, João Paulo. (Editor, http://id.loc.gov/vocabulary/relators/edt), Wilbik, Anna. (Editor, http://id.loc.gov/vocabulary/relators/edt), Bouchon-Meunier, Bernadette. (Editor, http://id.loc.gov/vocabulary/relators/edt), Yager, Ronald R. (Editor, http://id.loc.gov/vocabulary/relators/edt)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2020.
Edition:1st ed. 2020.
Series:Communications in Computer and Information Science, 1239
Subjects:
Artificial intelligence.
Computer science—Mathematics.
Mathematical logic.
Application software.
Computer organization.
Optical data processing.
Artificial Intelligence.
Mathematics of Computing.
Mathematical Logic and Formal Languages.
Information Systems Applications (incl. Internet).
Computer Systems Organization and Communication Networks.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Online Access:https://doi.org/10.1007/978-3-030-50153-2
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.
Physical Description:XXII, 833 p. 352 illus., 88 illus. in color. online resource.
ISBN:9783030501532
ISSN:1865-0929 ;

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