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Information Processing and Management of Uncertainty in Knowledge-Based Systems

19th International Conference, IPMU 2022, Milan, Italy, July 11–15, 2022, Proceedings, Part II

  • Conference proceedings
  • © 2022

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Editors:
  1. Davide Ciucci

    1. University of Milano-Bicocca, Milan, Italy

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  2. Inés Couso

    1. University of Oviedo, Oviedo, Spain

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  3. Jesús Medina

    1. University of Cádiz, Cádiz, Spain

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  4. Dominik Ślęzak

    1. University of Warsaw, Warsaw, Poland

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  5. Davide Petturiti

    1. University of Perugia, Perugia, Italy

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  6. Bernadette Bouchon-Meunier

    1. Sorbonne Université, 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 1602)

Included in the following conference series:

Conference proceedings info: IPMU 2022.

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About this book

This two-volume set (CCIS 1601-1602) constitutes the proceedings of the 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2021, held in Milan, Italy, in July 2022. 

The 124 papers were carefully reviewed and selected from 188 submissions. The papers are organized in topical sections as follows: aggregation theory beyond the unit interval; formal concept analysis and uncertainty; fuzzy implication functions; fuzzy mathematical analysis and its applications; generalized sets and operators; information fusion techniques based on aggregation functions, pre-aggregation functions, and their generalizations; interval uncertainty; knowledge acquisition, representation and reasoning; logical structures of opposition and logical syllogisms; mathematical fuzzy logics; theoretical and applied aspects of imprecise probabilities; data science and machine learning; decision making modeling and applications; e-health; fuzzy methods in data mining and knowledge discovery; soft computing and artificia intelligence techniques in image processing; soft methods in statistics and data analysis; uncertainty, heterogeneity, reliability and explainability in AI; weak and cautious supervised learning.



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Table of contents (60 papers)

  1. Front Matter

    Pages i-xxvi
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  2. Data Science and Machine Learning

    1. Front Matter

      Pages 1-1
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    2. Nonlinear Weighted Independent Component Analysis

      • Andrzej Bedychaj, Przemysław Spurek, Aleksandra Nowak, Jacek Tabor
      Pages 3-16

    3. Statistical Models for Partial Orders Based on Data Depth and Formal Concept Analysis

      • Hannah Blocher, Georg Schollmeyer, Christoph Jansen
      Pages 17-30

    4. BEUD: Bifold-Encoder Uni-Decoder Based Network for Anomaly Detection

      • Mohith Rajesh, Chinmay Kulkarni, S. S. Shylaja
      Pages 31-43

    5. Prescriptive Analytics for Optimization of FMCG Delivery Plans

      • Marek Grzegorowski, Andrzej Janusz, Stanisław Łażewski, Maciej Świechowski, Monika Jankowska
      Pages 44-53

    6. A Multilevel Clustering Method for Risky Areas in the Context of Avalanche Danger Management

      • Fanny Pagnier, Frédéric Pourraz, Didier Coquin, Hervé Verjus, Gilles Mauris
      Pages 54-68

    7. Fast Text Based Classification of News Snippets for Telecom Assurance

      • Artur Simões, Joao Paulo Carvalho
      Pages 69-81

  3. Decision Making Modeling and Applications

    1. Front Matter

      Pages 83-83
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    2. Reciprocal Preference-Aversion Structures

      • J. Tinguaro Rodríguez, Camilo Franco, Javier Montero
      Pages 85-98

    3. Calibration of Radiation-Induced Cancer Risk Models According to Random Data

      • Luis G. Crespo, Tony C. Slaba, Floriane A. Poignant, Sean P. Kenny
      Pages 99-114

    4. A Novel Variable Selection Approach Based on Multi-criteria Decision Analysis

      • Shengkun Xie, Jin Zhang
      Pages 115-127

    5. Fintech Lending Decisions: An Interpretable Knowledge-Base System for Retail and Commercial Loans

      • Swati Sachan
      Pages 128-140

    6. Intuitionistic Fuzzy Selected Element Reduction Approach (IF-SERA) on Service Quality Evaluation of Digital Suppliers

      • Esra Çakır, Mehmet Ali Taş, Emre Demircioğlu
      Pages 141-150

    7. A New Approach to Polarization Modeling Using Markov Chains

      • Juan Antonio Guevara, Daniel Gómez, Javier Castro, Inmaculada Gutiérrez, José Manuel Robles
      Pages 151-162

    8. Intervals and Possibility Degree Formulae for Usage Prioritization of Cartagena Coastal Military Batteries

      • Juan Miguel Sánchez-Lozano, Manuel Fernández-Martínez, Marcelino Cabrera-Cuevas, David A. Pelta
      Pages 163-172

    9. Stability of Preferences over Time: Preferences on COVID-19 Vaccine from Spanish and French People

      • Silvia Prieto-Herráez, Rocio de Andrés Calle
      Pages 173-184

    10. On the Notion of Influence in Sensory Analysis

      • Jacky Montmain, Abdelhak Imoussaten, Sébastien Harispe, Pierre-Antoine Jean
      Pages 185-196

    11. Study of the Instability of the Sign of the Nonadditivity Index in a Choquet Integral Model

      • Paul Alain Kaldjob Kaldjob, Brice Mayag, Denis Bouyssou
      Pages 197-209

    12. The d-Interaction Index in MCDA

      • Brice Mayag, Bertrand Tchantcho
      Pages 210-220
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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

Editors and Affiliations

  • University of Milano-Bicocca, Milan, Italy

    Davide Ciucci

  • University of Oviedo, Oviedo, Spain

    Inés Couso

  • University of Cádiz, Cádiz, Spain

    Jesús Medina

  • University of Warsaw, Warsaw, Poland

    Dominik Ślęzak

  • University of Perugia, Perugia, Italy

    Davide Petturiti

  • Sorbonne Université, Paris, France

    Bernadette Bouchon-Meunier

  • Iona College, New Rochelle, USA

    Ronald R. Yager

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