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Communications in Computer and Information Science

Information Processing and Management of Uncertainty in Knowledge-Based Systems

18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part III

Editors: Lesot, M.-J., Vieira, S., Reformat, M.Z., Carvalho, J.P., Wilbik, A., Bouchon-Meunier, B., Yager, R.R. (Eds.)

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  • ISBN 978-3-030-50153-2
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Softcover $149.99
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About this book

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.

Table of contents (60 chapters)

Table of contents (60 chapters)
  • Imprecise Approaches to Analysis of Insurance Portfolio with Catastrophe Bond

    Pages 3-16

    Romaniuk, Maciej

  • Random Steinhaus Distances for Robust Syntax-Based Classification of Partially Inconsistent Linguistic Data

    Pages 17-26

    Franzoi, Laura (et al.)

  • Possibilistic Bounds for Granular Counting

    Pages 27-40

    Mencar, Corrado

  • A Fuzzy Model for Interval-Valued Time Series Modeling and Application in Exchange Rate Forecasting

    Pages 41-53

    Maciel, Leandro (et al.)

  • A Method to Generate Soft Reference Data for Topic Identification

    Pages 54-67

    Vélez, Daniel (et al.)

Buy this book

eBook $109.00
price for USA in USD
  • ISBN 978-3-030-50153-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $149.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Information Processing and Management of Uncertainty in Knowledge-Based Systems
Book Subtitle
18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part III
Editors
  • Marie-Jeanne Lesot
  • Susana Vieira
  • Marek Z. Reformat
  • Joao Paulo Carvalho
  • Anna Wilbik
  • Bernadette Bouchon-Meunier
  • Ronald R. Yager
Series Title
Communications in Computer and Information Science
Series Volume
1239
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-50153-2
DOI
10.1007/978-3-030-50153-2
Softcover ISBN
978-3-030-50152-5
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XXII, 833
Number of Illustrations
264 b/w illustrations, 88 illustrations in colour
Topics