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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

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Marie-Jeanne Lesot

    1. LIP6-Sorbonne University, Paris, France

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  2. Susana Vieira

    1. IDMEC, IST, Universidade de Lisboa, Lisbon, Portugal

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  3. Marek Z. Reformat

    1. University of Alberta, Edmonton, Canada

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  4. João Paulo Carvalho

    1. INESC, IST, Universidade de Lisboa, Lisbon, Portugal

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  5. Anna Wilbik

    1. Eindhoven University of Technology, Eindhoven, The Netherlands

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  6. Bernadette Bouchon-Meunier

    1. CNRS-Sorbonne University, Paris, France

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  7. Ronald R. Yager

    1. Iona College, New Rochelle, USA

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

Included in the following conference series:

Conference proceedings info: IPMU 2020.

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Table of contents (60 papers)

  1. Front Matter

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

    1. Front Matter

      Pages 1-1
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    2. Imprecise Approaches to Analysis of Insurance Portfolio with Catastrophe Bond

      • Maciej Romaniuk
      Pages 3-16

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

      • Laura Franzoi, Andrea Sgarro, Anca Dinu, Liviu P. Dinu
      Pages 17-26

    4. Possibilistic Bounds for Granular Counting

      • Corrado Mencar
      Pages 27-40

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

      • Leandro Maciel, Rosangela Ballini, Fernando Gomide
      Pages 41-53

    6. A Method to Generate Soft Reference Data for Topic Identification

      • Daniel Vélez, Guillermo Villarino, J. Tinguaro Rodríguez, Daniel Gómez
      Pages 54-67

    7. SK-MOEFS: A Library in Python for Designing Accurate and Explainable Fuzzy Models

      • Gionatan Gallo, Vincenzo Ferrari, Francesco Marcelloni, Pietro Ducange
      Pages 68-81

    8. Two-Sample Dispersion Problem for Fuzzy Data

      • Przemyslaw Grzegorzewski
      Pages 82-96

  3. Image Understanding and Explainable AI

    1. Front Matter

      Pages 97-97
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    2. Transparency of Classification Systems for Clinical Decision Support

      • Antoine Richard, Brice Mayag, François Talbot, Alexis Tsoukias, Yves Meinard
      Pages 99-113

    3. Information Fusion-2-Text: Explainable Aggregation via Linguistic Protoforms

      • 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
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    2. Graded Decagon of Opposition with Fuzzy Quantifier-Based Concept-Forming Operators

      • Stefania Boffa, Petra Murinová, Vilém Novák
      Pages 131-144

    3. Graded Cube of Opposition with Intermediate Quantifiers in Fuzzy Natural Logic

      • Petra Murinová, Vilém Novák
      Pages 145-158

    4. On the Properties of Intermediate Quantifiers and the Quantifier “MORE-THAN”

      • Vilém Novák, Petra Murinová, Stefania Boffa
      Pages 159-172

    5. On Semantic Properties of Fuzzy Quantifiers over Fuzzy Universes: Restriction and Living on

      • Antonín Dvořák, Michal Holčapek
      Pages 173-186

  5. Mathematical Methods Towards Dealing with Uncertainty in Applied Sciences

    1. Front Matter

      Pages 187-187
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    2. On the Relationship Among Relational Categories of Fuzzy Topological Structures

      • Jiří Močkoř
      Pages 189-197

    3. Interactive Fuzzy Fractional Differential Equation: Application on HIV Dynamics

      • Vinícius Wasques, Beatriz Laiate, Francielle Santo Pedro, Estevão Esmi, Laécio Carvalho de Barros
      Pages 198-211
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Other volumes

  1. Information Processing and Management of Uncertainty in Knowledge-Based Systems

  2. Information Processing and Management of Uncertainty in Knowledge-Based Systems

  3. Information Processing and Management of Uncertainty in Knowledge-Based Systems

Keywords

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.

Editors and Affiliations

  • LIP6-Sorbonne University, Paris, France

    Marie-Jeanne Lesot

  • IDMEC, IST, Universidade de Lisboa, Lisbon, Portugal

    Susana Vieira

  • University of Alberta, Edmonton, Canada

    Marek Z. Reformat

  • INESC, IST, Universidade de Lisboa, Lisbon, Portugal

    João Paulo Carvalho

  • Eindhoven University of Technology, Eindhoven, The Netherlands

    Anna Wilbik

  • CNRS-Sorbonne University, Paris, France

    Bernadette Bouchon-Meunier

  • Iona College, New Rochelle, USA

    Ronald R. Yager

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