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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 I

  • 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 1237)

Table of contents

  1. Front Matter
    Pages i-xliv
  2. Homage to Enrique Ruspini

    1. Front Matter
      Pages 1-1
    2. Francesc Esteva, Lluís Godo, Ricardo Oscar Rodriguez, Thomas Vetterlein
      Pages 3-13
  3. Invited Talks

  4. Foundations and Mathematics

    1. Front Matter
      Pages 57-57
    2. Michael Beer, Julio Urenda, Olga Kosheleva, Vladik Kreinovich
      Pages 59-69
    3. Christophe Marsala, Bernadette Bouchon-Meunier
      Pages 107-116
  5. Decision Making, Preferences and Votes

    1. Front Matter
      Pages 117-117
    2. Thomas A. Runkler
      Pages 119-128
    3. César González-Fernández, Javier Cabezas, Alberto Fernández-Isabel, Isaac Martín de Diego
      Pages 143-157
    4. Zoé Krug, Romain Guillaume, Olga Battaïa
      Pages 158-171
    5. Janusz Kacprzyk, José M. Merigó, Hannu Nurmi, Sławomir Zadrożny
      Pages 172-184
  6. Optimization and Uncertainty

    1. Front Matter
      Pages 185-185
    2. Romain Guillaume, Adam Kasperski, Paweł Zieliński
      Pages 187-200
    3. Jocelyn Poncelet, Pierre-Antoine Jean, Michel Vasquez, Jacky Montmain
      Pages 201-214
    4. Sicui Zhang, Laura Genga, Lukas Dekker, Hongchao Nie, Xudong Lu, Huilong Duan et al.
      Pages 215-229
    5. Jorge Herrera-Franklin, Alejandro Rosete, Milton García-Borroto, Carlos Cruz-Corona, David A. Pelta
      Pages 230-240
    6. Inês C. Ferreira, Bernardo Firme, Miguel S. E. Martins, Tiago Coito, Joaquim Viegas, João Figueiredo et al.
      Pages 241-254
  7. Games

    1. Front Matter
      Pages 255-255
    2. Christian Fermüller, Timo Lang, Alexandra Pavlova
      Pages 257-270
    3. Arij Azzabi, Nahla Ben Amor, Hélène Fargier, Régis Sabbadin
      Pages 271-285
  8. Real World Applications

    1. Front Matter
      Pages 287-287
    2. Anna Wilbik, Diego Barreto, Ge Backus
      Pages 289-300
    3. Orla McHugh, Jun Liu, Fiona Browne, Philip Jordan, Deborah McConnell
      Pages 301-312
    4. Karol Bot, Antonio Ruano, Maria da Graça Ruano
      Pages 313-326
    5. Miguel S. E. Martins, Tiago Coito, Bernardo Firme, Joaquim Viegas, João M. C. Sousa, João Figueiredo et al.
      Pages 327-341
    6. Olga Kamińska, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
      Pages 342-355
  9. Knowledge Processing and Creation

    1. Front Matter
      Pages 357-357
    2. Grégory Smits, Ronald R. Yager, Marie-Jeanne Lesot, Olivier Pivert
      Pages 359-372
    3. Eugénio Ribeiro, Ricardo Ribeiro, Fernando Batista, João Oliveira
      Pages 373-386
    4. Caro Fuchs, Simone Spolaor, Marco S. Nobile, Uzay Kaymak
      Pages 387-401
    5. Abhinay Pandya, Mourad Oussalah, Panos Kostakos, Ummul Fatima
      Pages 402-414
    6. Navid Rezaei, Marek Z. Reformat, Ronald R. Yager
      Pages 415-428
  10. Machine Learning I

    1. Front Matter
      Pages 429-429
    2. Andrea G. B. Tettamanzi, David Emsellem, Célia da Costa Pereira, Alessandro Venerandi, Giovanni Fusco
      Pages 431-444
    3. Nizar Mhadhbi, Badran Raddaoui
      Pages 445-456
    4. Weizhu Qian, Fabrice Lauri, Franck Gechter
      Pages 457-470
    5. Andrea Campagner, Davide Ciucci, Eyke Hüllermeier
      Pages 471-484
    6. Rui Jorge Almeida, Greetje Adriaans, Yuliya Shapovalova
      Pages 485-496
  11. Machine Learning II

    1. Front Matter
      Pages 497-497
    2. Raisa Dzhamtyrova, Yuri Kalnishkan
      Pages 499-512
    3. Jorge Ángel González Ordiano, Lisa Finn, Anthony Winterlich, Gary Moloney, Steven Simske
      Pages 513-527
    4. Soundouss Messoudi, Sylvain Rousseau, Sébastien Destercke
      Pages 528-540

Other volumes

  1. Information Processing and Management of Uncertainty in Knowledge-Based Systems
    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. 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 communication channels (information theory) communication systems computer networks computer systems computer vision correlation analysis data mining databases fuzzy logic fuzzy sets graph theory image processing information retrieval machine learning network protocols signal processing telecommunication networks telecommunication systems theoretical computer science

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