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Information Processing and Management of Uncertainty in Knowledge-Based Systems

16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20-24, 2016, Proceedings, Part I

  • Joao Paulo Carvalho
  • Marie-Jeanne Lesot
  • Uzay Kaymak
  • Susana Vieira
  • Bernadette Bouchon-Meunier
  • Ronald R. Yager

Part of the Communications in Computer and Information Science book series (CCIS, volume 610)

Table of contents

  1. Front Matter
    Pages I-XXXIV
  2. Fuzzy Measures and Integrals

    1. Front Matter
      Pages 1-1
    2. Radko Mesiar, Andrea Stupňanová
      Pages 3-10
    3. Christophe Labreuche
      Pages 23-34
    4. Radko Mesiar, Ladislav Šipeky, Alexandra Šipošová
      Pages 58-64
    5. Leary Tomlin, Derek T. Anderson, Christian Wagner, Timothy C. Havens, James M. Keller
      Pages 78-90
    6. Marta Cardin
      Pages 117-125
  3. Uncertainty Quantification with Imprecise Probability

    1. Front Matter
      Pages 127-127
    2. Ignacio Montes, Enrique Miranda
      Pages 141-152
    3. Gero Walter, Frank P. A. Coolen
      Pages 153-164
    4. Frank P. A. Coolen, Yi-Chao Yin, Tahani Coolen-Maturi
      Pages 165-176
  4. Textual Data Processing

    1. Front Matter
      Pages 189-189
    2. Albert Gatt, Nicolás Marín, François Portet, Daniel Sánchez
      Pages 191-203
    3. Sławomir Zadrożny, Janusz Kacprzyk, Marek Gajewski
      Pages 214-225
    4. Sébastien Lefort, Marie-Jeanne Lesot, Elisabetta Zibetti, Charles Tijus, Marcin Detyniecki
      Pages 226-237
    5. Massissilia Medjkoune, Sébastien Harispe, Jacky Montmain, Stéphane Cariou, Jean-Louis Fanlo, Nicolas Fiorini
      Pages 238-249
  5. Belief Function Theory and Its Applications

    1. Front Matter
      Pages 251-251
    2. Chunfeng Lian, Su Ruan, Thierry Denœux
      Pages 253-261
    3. Thanh-Long Nguyen, Didier Coquin, Reda Boukezzoula
      Pages 262-273
    4. Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
      Pages 274-285
    5. Quentin Labourey, Olivier Aycard, Denis Pellerin, Michèle Rombaut, Catherine Garbay
      Pages 286-298
  6. Graphical Models

    1. Front Matter
      Pages 311-311
    2. Esma Nur Cinicioglu, Taylan Yenilmez
      Pages 313-325
    3. Hamza Agli, Philippe Bonnard, Christophe Gonzales, Pierre-Henri Wuillemin
      Pages 326-337
    4. Matthieu Hourbracq, Pierre-Henri Wuillemin, Christophe Gonzales, Philippe Baumard
      Pages 338-350
  7. Fuzzy Implication Functions

    1. Front Matter
      Pages 351-351
    2. Maria Jose Asiain, Humberto Bustince, Benjamin Bedregal, Zdenko Takáč, Michal Baczyński, Daniel Paternain et al.
      Pages 353-362
    3. Didier Dubois, Henri Prade, Agnès Rico, Bruno Teheux
      Pages 363-374
    4. Isabel Aguiló, Jaume Suñer, Joan Torrens
      Pages 375-386
    5. Margalida Mas, Miquel Monserrat, Daniel Ruiz-Aguilera, Joan Torrens
      Pages 387-398
    6. Sebastia Massanet, Juan Vicente Riera, Joan Torrens
      Pages 399-410
    7. Przemysław Grzegorzewski
      Pages 423-434
  8. Applications in Medicine and Bioinformatics

    1. Front Matter
      Pages 435-435
    2. Patrik Eklund, Ulrich Höhle, Jari Kortelainen
      Pages 437-449
    3. Karlson Pfannschmidt, Eyke Hüllermeier, Susanne Held, Reto Neiger
      Pages 450-461
    4. Anna Wilbik, Saskia van Loon, Arjen-Kars Boer, Uzay Kaymak, Volkher Scharnhorst
      Pages 462-471
  9. Real-World Applications

    1. Front Matter
      Pages 473-473
    2. Jorge Paredes, Ricardo Tanscheit, Marley Vellasco, Adriano Koshiyama
      Pages 486-497

Other volumes

  1. Information Processing and Management of Uncertainty in Knowledge-Based Systems
    16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20-24, 2016, Proceedings, Part I
  2. 16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20 - 24, 2016, Proceedings, Part II

About these proceedings

Introduction

This two volume set (CCIS 610 and 611) constitute the proceedings of the 16th International Conference on Information processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2016, held in Eindhoven, The Netherlands, in June 2016.

The 127 revised full papers presented together with four invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on fuzzy measures and integrals; uncertainty quantification with imprecise probability; textual data processing; belief functions theory and its applications; graphical models; fuzzy implications functions; applications in medicine and bioinformatics; real-world applications; soft computing for image processing; clustering; fuzzy logic, formal concept analysis and rough sets; graded and many-valued modal logics; imperfect databases; multiple criteria decision methods; argumentation and belief revision; databases and information systems; conceptual aspects of data aggregation and complex data fusion; fuzzy sets and fuzzy logic; decision support; comparison measures; machine learning; social data processing; temporal data processing; aggregation.

Keywords

algorithms artificial intelligence Bayesian probabilistic computation Choquet integrals classification clustering data mining databases evolutionary computation fuzzy logic fuzzy sets image processing knowledge based systems machine learning natural computing probability problem solving semantic web sensors uncertainty

Editors and affiliations

  • Joao Paulo Carvalho
    • 1
  • Marie-Jeanne Lesot
    • 2
  • Uzay Kaymak
    • 3
  • Susana Vieira
    • 4
  • Bernadette Bouchon-Meunier
    • 5
  • Ronald R. Yager
    • 6
  1. 1.INESC-ID,Instituto Superior TécnicoUniversidade de LisboaLisboaPortugal
  2. 2.LIP 6Université Pierre et Marie CurieParisFrance
  3. 3.School of Industrial EngineeringEindhoven University of TechnologyEindhovenThe Netherlands
  4. 4.IDMEC,Instituto Superior TécnicoUniversidade de LisboaLisboaPortugal
  5. 5.LIP6Université Pierre et Marie Curie, CNRSParisFrance
  6. 6.Machine Intelligence InstituteIona CollegeNew RochelleUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-40596-4
  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-40595-7
  • Online ISBN 978-3-319-40596-4
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site