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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

  • Jesús Medina
  • Manuel Ojeda-Aciego
  • José Luis Verdegay
  • Irina Perfilieva
  • Bernadette Bouchon-Meunier
  • Ronald R. Yager
Conference proceedings IPMU 2018

Part of the Communications in Computer and Information Science book series (CCIS, volume 855)

Table of contents

  1. Front Matter
    Pages I-XX
  2. Decision Making Modeling and Applications

    1. Front Matter
      Pages 1-1
    2. José Carlos R. Alcantud, María J. Campión, Juan C. Candeal, Raquel G. Catalán, Esteban Induráin
      Pages 3-15
    3. Ramón Rueda Delgado, Luis G. Baca Ruíz, Manuel Pegalajar Cuéllar, Miguel Delgado Calvo-Flores, María del Carmen Pegalajar Jiménez
      Pages 16-27
    4. Przemysław Grzegorzewski
      Pages 40-51
    5. M. D. García-Sanz, I. Llamazares, M. A. Manrique
      Pages 52-62
    6. Huchang Liao, Xingli Wu, Francisco Herrera
      Pages 63-73
    7. Laurence Boudet, Jean-Philippe Poli, Alicia Bel, François Castillon, Frédéric Gaigne, Olivier Casula
      Pages 74-85
    8. Florence Dupin de Saint-Cyr, Romain Guillaume
      Pages 86-98
    9. Teresa González-Artega, José Manuel Cascón, Rocio de Andrés Calle
      Pages 99-110
    10. Cécile L’Héritier, Abdelhak Imoussaten, Sébastien Harispe, Gilles Dusserre, Benoît Roig
      Pages 111-123
    11. Nadine Mueller, Klemens Schnattinger, Heike Walterscheid
      Pages 124-136
    12. Jeovani Morales, Rosana Montes, Noe Zermeño, Jeronimo Duran, Francisco Herrera
      Pages 137-149
    13. 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. Petra Murinová, Viktor Pavliska, Michal Burda
      Pages 165-174
    3. Nhung Cao, Martin Štěpnička, Michal Burda, Aleš Dolný
      Pages 175-186
    4. Nhung Cao, Martin Štěpnička
      Pages 187-198
    5. Martina Daňková
      Pages 199-208
  4. Metaheuristics and Machine Learning

    1. Front Matter
      Pages 209-209
    2. Fiorella Cravero, Santiago Schustik, María Jimena Martínez, Mónica Fátima Díaz, Ignacio Ponzoni
      Pages 211-222
    3. Mohammed Salem, Antonio Miguel Mora, Juan Julian Merelo Guervós, Pablo García-Sánchez
      Pages 236-247
    4. Niclas Ståhl, Göran Falkman, Gunnar Mathiason, Alexander Karlsson
      Pages 248-259
    5. Juan Carlos de la Torre, Patricia Ruiz, Bernabé Dorronsoro, Pedro L. Galindo
      Pages 272-283
    6. Patricia Ruiz, Bernabé Dorronsoro, Juan Carlos de la Torre, Juan Carlos Burguillo
      Pages 284-296
  5. Optimization Models for Modern Analytics

    1. Front Matter
      Pages 297-297
    2. María T. Lamata, David A. Pelta, Alejandro Rosete, José L. Verdegay
      Pages 330-341
    3. Mario García-Valdez, Juan Julian Merelo Guervós, Lucero Lara, Pablo García-Sánchez
      Pages 342-353
  6. Uncertainty in Medicine

    1. Front Matter
      Pages 367-367
    2. Krzysztof Dyczkowski, Anna Stachowiak, Andrzej Wójtowicz, Patryk Żywica
      Pages 381-390
    3. Anna Wilbik, Ivo Kuiper, Walther van Mook, Dennis Bergmans, Serge Heines, Irene Vanderfeesten
      Pages 404-413
  7. Uncertainty in Video/Image Processing (UVIP)

    1. Front Matter
      Pages 415-415
    2. Rafael Marcos Luque-Baena, Miguel A. Molina-Cabello, Ezequiel López-Rubio, Enrique Domínguez
      Pages 417-428
    3. Rogério R. de Vargas, Ricardo Freddo, Cristiano Galafassi, Sidnei L. B. Gass, Alexandre Russini, Benjamín Bedregal
      Pages 429-440
    4. Camilo Franco, Carely Guada, J. Tinguaro Rodríguez, Jon Nielsen, Jesper Rasmussen, Daniel Gómez et al.
      Pages 441-452
  8. General Track

    1. Front Matter
      Pages 467-467
    2. Marouane Salhaoui, Mounir Arioua, Antonio Guerrero-González, María Socorro García-Cascales
      Pages 469-479
    3. Bas van Stein, Hao Wang, Wojtek Kowalczyk, Thomas Bäck
      Pages 480-491
    4. Mark Pijnenburg, Wojtek Kowalczyk
      Pages 492-503
    5. Javier Monroy, Jose-Raul Ruiz-Sarmiento, Francisco-Angel Moreno, Cipriano Galindo, Javier Gonzalez-Jimenez
      Pages 504-516

Other volumes

  1. 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. 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 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
  • Irina Perfilieva
    • 4
  • Bernadette Bouchon-Meunier
    • 5
  • Ronald R. Yager
    • 6
  1. 1.Universidad de CádizCádizSpain
  2. 2.Universidad de MálagaMálagaSpain
  3. 3.Universidad de GranadaGranadaSpain
  4. 4.Institute for Research and ApplicationsUniversity of OstravaOstravaCzech Republic
  5. 5.LIP6Université Pierre et Marie Curie, CNRSParisFrance
  6. 6.Iona CollegeNew RochelleUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-91479-4
  • Copyright Information Springer International Publishing AG, part of Springer Nature 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-91478-7
  • Online ISBN 978-3-319-91479-4
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site