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

  • 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 854)

Table of contents

  1. Front Matter
    Pages I-XX
  2. Fuzzy Methods in Data Mining and Knowledge Discovery

    1. Front Matter
      Pages 1-1
    2. Karel Gutiérrez-Batista, Jesús R. Campaña, Maria-Amparo Vila, Maria J. Martin-Bautista
      Pages 3-14
    3. Carlos Fernandez-Bassso, M. Dolores Ruiz, Maria J. Martin-Bautista
      Pages 15-25
    4. Ralph Foorthuis
      Pages 26-38
    5. Hechmi Shili, Lotfi Ben Romdhane
      Pages 39-50
    6. Janusz Kacprzyk, Sławomir Zadrożny
      Pages 63-74
    7. Jose M. Cadenas, M. Carmen Garrido, Cristina Villa
      Pages 75-87
    8. Régis Pierrard, Jean-Philippe Poli, Céline Hudelot
      Pages 88-99
    9. Ignacio Huitzil, Umberto Straccia, Natalia Díaz-Rodríguez, Fernando Bobillo
      Pages 100-112
  3. Fuzzy Transforms: Theory and Applications to Data Analysis and Image Processing

    1. Front Matter
      Pages 113-113
    2. Jiří Močkoř
      Pages 115-126
    3. Linh Nguyen, Michal Holčapek
      Pages 151-162
    4. Irina Perfilieva, S. P. Tiwari, Anand P. Singh
      Pages 163-174
    5. Martins Kokainis, Svetlana Asmuss
      Pages 175-186
    6. Martins Kokainis, Svetlana Asmuss
      Pages 187-198
  4. Imprecise Probabilities: Foundations and Applications

    1. Front Matter
      Pages 199-199

Other volumes

  1. 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. 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 evolutionary computation 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/10.1007/978-3-319-91476-3
  • Copyright Information Springer International Publishing AG, part of Springer Nature 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-91475-6
  • Online ISBN 978-3-319-91476-3
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site