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

17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part I

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Conference proceedings info: IPMU 2018.

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Table of contents (66 papers)

  1. Front Matter

    Pages I-XLIV
  2. Advances on Explainable Artificial Intelligence

    1. Front Matter

      Pages 1-1
    2. A Bibliometric Analysis of the Explainable Artificial Intelligence Research Field

      • Jose M. Alonso, Ciro Castiello, Corrado Mencar
      Pages 3-15
    3. Human Players Versus Computer Games Bots: A Turing Test Based on Linguistic Description of Complex Phenomena and Restricted Equivalence Functions

      • Clemente Rubio-Manzano, Tomás Lermanda-Senoceaín, Christian Vidal-Castro, Alejandra Segura-Navarrete, Claudia Martínez-Araneda
      Pages 27-39
    4. Personality Determination of an Individual Through Neural Networks

      • J. R. Sanchez, M. I. Capel, Celina Jiménez, Gonzalo Rodriguez-Fraile, M. C. Pegalajar
      Pages 52-61
    5. Fuzzy Rule Learning for Material Classification from Imprecise Data

      • Arnaud Grivet Sébert, Jean-Philippe Poli
      Pages 62-73
    6. Tell Me Why: Computational Explanation of Conceptual Similarity Judgments

      • Davide Colla, Enrico Mensa, Daniele P. Radicioni, Antonio Lieto
      Pages 74-85
    7. Multi-operator Decision Trees for Explainable Time-Series Classification

      • Vera Shalaeva, Sami Alkhoury, Julien Marinescu, Cécile Amblard, Gilles Bisson
      Pages 86-99
    8. Comparison-Based Inverse Classification for Interpretability in Machine Learning

      • Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki
      Pages 100-111
  3. Aggregation Operators, Fuzzy Metrics and Applications

    1. Front Matter

      Pages 113-113
    2. Efficient Binary Fuzzy Measure Representation and Choquet Integral Learning

      • Muhammad Aminul Islam, Derek T. Anderson, Xiaoxiao Du, Timothy C. Havens, Christian Wagner
      Pages 115-126
    3. Mapping Utilities to Transitive Preferences

      • Thomas A. Runkler
      Pages 127-139
    4. Mortality Rates Smoothing Using Mixture Function

      • Samuel Hudec, Jana Špirková
      Pages 140-150
    5. Aggregation Functions Based on Deviations

      • Marián Decký, Radko Mesiar, Andrea Stupňanová
      Pages 151-159
    6. Steinhaus Transforms of Fuzzy String Distances in Computational Linguistics

      • Anca Dinu, Liviu P. Dinu, Laura Franzoi, Andrea Sgarro
      Pages 171-182
    7. On the Use of Fuzzy Preorders in Multi-robot Task Allocation Problem

      • José Guerrero, Juan-José Miñana, Óscar Valero
      Pages 195-206

Other Volumes

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

    17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part I
  2. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations

    17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part II
  3. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications

    17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part III

About this book

This three volume set (CCIS 853-855) constitutes the proceedings of the 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2017, held in Cádiz, Spain, in June 2018.

The 193 revised full papers were carefully reviewed and selected from 383 submissions. The papers are organized in topical sections on advances on explainable artificial intelligence; aggregation operators, fuzzy metrics and applications; belief function theory and its applications; current techniques to model, process and describe time series; discrete models and computational intelligence; formal concept analysis and uncertainty; fuzzy implication functions; fuzzy logic and artificial intelligence problems; fuzzy mathematical analysis and applications; fuzzy methods in data mining and knowledge discovery; fuzzy transforms: theory and applications to data analysis and image processing; imprecise probabilities: foundations and applications; mathematical fuzzy logic, mathematical morphology; measures of comparison and entropies for fuzzy sets and their extensions; new trends in data aggregation; pre-aggregation functions and generalized forms of monotonicity; rough and fuzzy similarity modelling tools; soft computing for decision making in uncertainty; soft computing in information retrieval and sentiment analysis; tri-partitions and uncertainty; decision making modeling and applications; logical methods in mining knowledge from big data; metaheuristics and machine learning; optimization models for modern analytics; uncertainty in medicine; uncertainty in Video/Image Processing (UVIP).

Keywords

  • algorithms
  • artificial intelligence
  • data mining
  • evolutionary algorithms
  • Formal Concept Analysis (FCA)
  • fuzzy logic
  • fuzzy sets
  • fuzzy systems
  • genetic algorithms
  • knowledge based systems
  • machine learning
  • natural computing
  • problem solving
  • rough sets
  • semantics
  • social networking
  • Support Vector Machines (SVM)
  • uncertainty
  • algorithm analysis and problem complexity

Editors and Affiliations

  • Universidad de Cádiz, Cádiz, Spain

    Jesús Medina

  • Universidad de Málaga, Málaga, Spain

    Manuel Ojeda-Aciego, Inma P. Cabrera

  • Universidad de Granada, Granada, Spain

    José Luis Verdegay, David A. Pelta

  • LIP6, Université Pierre et Marie Curie, CNRS, Paris, France

    Bernadette Bouchon-Meunier

  • Iona College, New Rochelle, USA

    Ronald R. Yager

Bibliographic Information

Buying options

eBook
USD 109.00
Price excludes VAT (USA)
  • ISBN: 978-3-319-91473-2
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book
USD 139.99
Price excludes VAT (USA)