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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

  • Marie-Jeanne Lesot
  • Susana Vieira
  • Marek Z. Reformat
  • João Paulo Carvalho
  • Anna Wilbik
  • Bernadette Bouchon-Meunier
  • Ronald R. Yager
Conference proceedings IPMU 2020

Part of the Communications in Computer and Information Science book series (CCIS, volume 1239)

Table of contents

  1. Front Matter
    Pages I-XXII
  2. Soft Methods in Statistics and Data Analysis

    1. Front Matter
      Pages 1-1
    2. Corrado Mencar
      Pages 27-40
    3. Daniel Vélez, Guillermo Villarino, J. Tinguaro Rodríguez, Daniel Gómez
      Pages 54-67
    4. Gionatan Gallo, Vincenzo Ferrari, Francesco Marcelloni, Pietro Ducange
      Pages 68-81
    5. Przemyslaw Grzegorzewski
      Pages 82-96
  3. Image Understanding and Explainable AI

    1. Front Matter
      Pages 97-97
    2. Antoine Richard, Brice Mayag, François Talbot, Alexis Tsoukias, Yves Meinard
      Pages 99-113
    3. Bryce J. Murray, Derek T. Anderson, Timothy C. Havens, Tim Wilkin, Anna Wilbik
      Pages 114-127
  4. Fuzzy and Generalized Quantifier Theory

    1. Front Matter
      Pages 129-129
    2. Stefania Boffa, Petra Murinová, Vilém Novák
      Pages 131-144
    3. Vilém Novák, Petra Murinová, Stefania Boffa
      Pages 159-172
  5. Mathematical Methods Towards Dealing with Uncertainty in Applied Sciences

    1. Front Matter
      Pages 187-187
    2. Vinícius Wasques, Beatriz Laiate, Francielle Santo Pedro, Estevão Esmi, Laécio Carvalho de Barros
      Pages 198-211
    3. Beatriz Laiate, Francielle Santo Pedro, Estevão Esmi, Laécio Carvalho de Barros
      Pages 212-225
    4. Linh Nguyen, Vilém Novák, Michal Holčapek
      Pages 254-266
    5. Jiří Kupka, Nicole Škorupová
      Pages 267-280
    6. Hana Zámečníková, Irina Perfilieva
      Pages 295-303
    7. Jian-Dong Huang, David H. Glass, Mark McCartney
      Pages 304-317
    8. Michal Holčapek, Viec Bui
      Pages 318-331
  6. Statistical Image Processing and Analysis, with Applications in Neuroimaging

    1. Front Matter
      Pages 345-345
    2. Davneet S. Minhas, Zixi Yang, John Muschelli, Charles M. Laymon, Joseph M. Mettenburg, Matthew D. Zammit et al.
      Pages 367-379
    3. John Kornak, Ross Boylan, Karl Young, Amy Wolf, Yann Cobigo, Howard Rosen
      Pages 380-390
    4. Aaron Wolfe Scheffler, Abigail Dickinson, Charlotte DiStefano, Shafali Jeste, Damla Şentürk
      Pages 391-404
  7. Interval Uncertainty

    1. Front Matter
      Pages 405-405
    2. Worrawate Leela-apiradee, Phantipa Thipwiwatpotjana, Artur Gorka
      Pages 436-448
    3. Krushna Shinde, Pierre Feissel, Sébastien Destercke
      Pages 449-462
    4. José Antonio Sanz, Tiago da Cruz Asmus, Borja de la Osa, Humberto Bustince
      Pages 463-478
    5. Tom Portoleau, Christian Artigues, Romain Guillaume
      Pages 479-492
    6. Pedro Huidobro, Pedro Alonso, Vladimir Janiš, Susana Montes
      Pages 493-505
  8. Discrete Models and Computational Intelligence

    1. Front Matter
      Pages 507-507
    2. István Á. Harmati, László T. Kóczy
      Pages 509-523
    3. María Barroso, Inmaculada Gutiérrez, Daniel Gómez, Javier Castro, Rosa Espínola
      Pages 524-538
    4. Margarita Knyazeva, Alexander Bozhenyuk, Uzay Kaymak
      Pages 539-550
  9. Current Techniques to Model, Process and Describe Time Series

    1. Front Matter
      Pages 551-551
    2. David Romain Djoumbissie, Philippe Langlais
      Pages 553-566

Other volumes

  1. 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part I
  2. 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part II
  3. Information Processing and Management of Uncertainty in Knowledge-Based Systems
    18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part III

About these proceedings

Introduction

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.

Keywords

artificial intelligence computer networks computer systems computer vision correlation analysis data mining databases fuzzy control fuzzy logic fuzzy reasoning fuzzy set theory fuzzy sets fuzzy systems image processing information systems intuitionistic fuzzy sets machine learning numerical methods probability signal processing

Editors and affiliations

  • Marie-Jeanne Lesot
    • 1
  • Susana Vieira
    • 2
  • Marek Z. Reformat
    • 3
  • João Paulo Carvalho
    • 4
  • Anna Wilbik
    • 5
  • Bernadette Bouchon-Meunier
    • 6
  • Ronald R. Yager
    • 7
  1. 1.LIP6-Sorbonne UniversityParisFrance
  2. 2.IDMEC, IST, Universidade de LisboaLisbonPortugal
  3. 3.University of AlbertaEdmontonCanada
  4. 4.INESC, IST, Universidade de LisboaLisbonPortugal
  5. 5.Eindhoven University of TechnologyEindhovenThe Netherlands
  6. 6.CNRS-Sorbonne UniversityParisFrance
  7. 7.Iona CollegeNew RochelleUSA

Bibliographic information