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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

Conference proceedings info: IPMU 2018.

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  • ISBN: 978-3-319-91479-4
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Table of contents (62 papers)

  1. Front Matter

    Pages I-XX
  2. Decision Making Modeling and Applications

    1. Front Matter

      Pages 1-1
    2. On the Structure of Acyclic Binary Relations

      • José Carlos R. Alcantud, María J. Campión, Juan C. Candeal, Raquel G. Catalán, Esteban Induráin
      Pages 3-15
    3. A Comparison Between NARX Neural Networks and Symbolic Regression: An Application for Energy Consumption Forecasting

      • Ramón Rueda Delgado, Luis G. Baca Ruíz, Manuel Pegalajar Cuéllar, Miguel Delgado Calvo-Flores, María del Carmen Pegalajar Jiménez
      Pages 16-27
    4. Two-Sample Dispersion Tests for Interval-Valued Data

      • Przemysław Grzegorzewski
      Pages 40-51
    5. Ideal and Real Party Positions in the 2015–2016 Spanish General Elections

      • M. D. García-Sanz, I. Llamazares, M. A. Manrique
      Pages 52-62
    6. DNBMA: A Double Normalization-Based Multi-Aggregation Method

      • Huchang Liao, Xingli Wu, Francisco Herrera
      Pages 63-73
    7. Design of a Decision Support System for Buried Pipeline Corrosion Assessment

      • Laurence Boudet, Jean-Philippe Poli, Alicia Bel, François Castillon, Frédéric Gaigne, Olivier Casula
      Pages 74-85
    8. How Potential BLFs Can Help to Decide Under Incomplete Knowledge

      • Florence Dupin de Saint-Cyr, Romain Guillaume
      Pages 86-98
    9. A Proposal to Measure Human Group Behaviour Stability

      • Teresa González-Artega, José Manuel Cascón, Rocio de Andrés Calle
      Pages 99-110
    10. Identifying Criteria Most Influencing Strategy Performance: Application to Humanitarian Logistical Strategy Planning

      • Cécile L’Héritier, Abdelhak Imoussaten, Sébastien Harispe, Gilles Dusserre, Benoît Roig
      Pages 111-123
    11. Combining Weighted Description Logic with Fuzzy Logic for Decision Making

      • Nadine Mueller, Klemens Schnattinger, Heike Walterscheid
      Pages 124-136
    12. The Use of Fuzzy Linguistic Information and Fuzzy Delphi Method to Validate by Consensus a Questionnaire in a Blended-Learning Environment

      • Jeovani Morales, Rosana Montes, Noe Zermeño, Jeronimo Duran, Francisco Herrera
      Pages 137-149
    13. On the Interaction Between Feature Selection and Parameter Determination in Fuzzy Modelling

      • Peipei Chen, Caro Fuchs, Anna Wilbik, Tak-Ming Chan, Saskia van Loon, Arjen-Kars Boer et al.
      Pages 150-161
  3. Logical Methods in Mining Knowledge from Big Data

    1. Front Matter

      Pages 163-163
    2. Fuzzy Association Rules on Data with Undefined Values

      • Petra Murinová, Viktor Pavliska, Michal Burda
      Pages 165-174
    3. On the Use of Subproduct in Fuzzy Relational Compositions Based on Grouping Features

      • Nhung Cao, Martin Štěpnička, Michal Burda, Aleš Dolný
      Pages 175-186
    4. Compositions of Partial Fuzzy Relations

      • Nhung Cao, Martin Štěpnička
      Pages 187-198
    5. Quantification over Undefined Truth Values

      • Martina Daňková
      Pages 199-208

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
  • 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
  • algorithm analysis and problem complexity

Editors and Affiliations

  • Universidad de Cádiz, Cádiz, Spain

    Jesús Medina

  • Universidad de Málaga, Málaga, Spain

    Manuel Ojeda-Aciego

  • Universidad de Granada, Granada, Spain

    José Luis Verdegay

  • Institute for Research and Applications, University of Ostrava, Ostrava, Czech Republic

    Irina Perfilieva

  • 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: 978-3-319-91479-4
  • 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)