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

  • Jesús Medina
  • Manuel Ojeda-Aciego
  • José Luis Verdegay
  • David A. Pelta
  • Inma P. Cabrera
  • Bernadette Bouchon-Meunier
  • Ronald R. Yager
Conference proceedings IPMU 2018

Part of the Communications in Computer and Information Science book series (CCIS, volume 853)

Table of contents

  1. Front Matter
    Pages I-XLIV
  2. Advances on Explainable Artificial Intelligence

    1. Front Matter
      Pages 1-1
    2. Jose M. Alonso, Ciro Castiello, Corrado Mencar
      Pages 3-15
    3. Clemente Rubio-Manzano, Tomás Lermanda-Senoceaín, Christian Vidal-Castro, Alejandra Segura-Navarrete, Claudia Martínez-Araneda
      Pages 27-39
    4. J. R. Sanchez, M. I. Capel, Celina Jiménez, Gonzalo Rodriguez-Fraile, M. C. Pegalajar
      Pages 52-61
    5. Arnaud Grivet Sébert, Jean-Philippe Poli
      Pages 62-73
    6. Davide Colla, Enrico Mensa, Daniele P. Radicioni, Antonio Lieto
      Pages 74-85
    7. Vera Shalaeva, Sami Alkhoury, Julien Marinescu, Cécile Amblard, Gilles Bisson
      Pages 86-99
    8. 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. Muhammad Aminul Islam, Derek T. Anderson, Xiaoxiao Du, Timothy C. Havens, Christian Wagner
      Pages 115-126
    3. Thomas A. Runkler
      Pages 127-139
    4. Samuel Hudec, Jana Špirková
      Pages 140-150
    5. Marián Decký, Radko Mesiar, Andrea Stupňanová
      Pages 151-159
    6. Anca Dinu, Liviu P. Dinu, Laura Franzoi, Andrea Sgarro
      Pages 171-182
    7. 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. 17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part II
  3. 17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part III

About these proceedings

Introduction

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

Editors and affiliations

  • Jesús Medina
    • 1
  • Manuel Ojeda-Aciego
    • 2
  • José Luis Verdegay
    • 3
  • David A. Pelta
    • 4
  • Inma P. Cabrera
    • 5
  • Bernadette Bouchon-Meunier
    • 6
  • Ronald R. Yager
    • 7
  1. 1.Universidad de CádizCádizSpain
  2. 2.Universidad de MálagaMálagaSpain
  3. 3.Universidad de GranadaGranadaSpain
  4. 4.Universidad de GranadaGranadaSpain
  5. 5.Universidad de MálagaMálagaSpain
  6. 6.LIP6Université Pierre et Marie Curie, CNRSParisFrance
  7. 7.Iona CollegeNew RochelleUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-91473-2
  • Copyright Information Springer International Publishing AG, part of Springer Nature 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-91472-5
  • Online ISBN 978-3-319-91473-2
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site