Information Processing and Management of Uncertainty in Knowledge-Based Systems

15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part I

  • Anne Laurent
  • Olivier Strauss
  • Bernadette Bouchon-Meunier
  • Ronald R. Yager

Part of the Communications in Computer and Information Science book series (CCIS, volume 442)

Table of contents

  1. Front Matter
  2. Invited Talks

  3. On Uncertainty and Imprecision on the Web of Data

    1. Davide Ceolin, Luc Moreau, Kieron O’Hara, Wan Fokkink, Willem Robert van Hage, Valentina Maccatrozzo et al.
      Pages 15-24
    2. Ahmed Samet, Eric Lefèvre, Sadok Ben Yahia
      Pages 25-35
    3. Giuseppe Rizzo, Claudia d’Amato, Nicola Fanizzi, Floriana Esposito
      Pages 36-45
    4. Amira Essaid, Arnaud Martin, Grégory Smits, Boutheina Ben Yaghlane
      Pages 46-55
  4. Decision Support and Uncertainty Management in Agri-Environment

    1. Madalina Croitoru, Rallou Thomopoulos, Nouredine Tamani
      Pages 56-66
    2. Mar Bisquert, Gloria Bordogna, Mirco Boschetti, Pascal Poncelet, Maguelonne Teisseire
      Pages 67-76
    3. Nouredine Tamani, Madalina Croitoru
      Pages 77-86
    4. Mariana V. Ribeiro, Luiz Manoel S. Cunha, Heloisa A. Camargo, Luiz Henrique A. Rodrigues
      Pages 87-96
    5. Fabio Guttler, Dino Ienco, Maguelonne Teisseire, Jordi Nin, Pascal Poncelet
      Pages 97-106
    6. Nicolas Sutton-Charani, Sébastien Destercke, Thierry Denœux
      Pages 107-116
    7. Valeria Borodin, Jean Bourtembourg, Faicel Hnaien, Nacima Labadie
      Pages 117-126
    8. Cécile Coulon-Leroy, Brigitte Charnomordic, Marie Thiollet-Scholtus, Serge Guillaume
      Pages 127-137
  5. Fuzzy Implications

    1. Sebastia Massanet, Juan Vicente Riera, Daniel Ruiz-Aguilera
      Pages 138-147
    2. Sebastia Massanet, Joan Torrens
      Pages 148-157
    3. Michał Baczyński, Przemysław Grzegorzewski, Wanda Niemyska
      Pages 158-167
  6. Clustering

    1. Mai Le, Detlef Nauck, Bogdan Gabrys, Trevor Martin
      Pages 168-178
    2. Irene Diaz-Valenzuela, Maria J. Martin-Bautista, Maria-Amparo Vila
      Pages 179-188

Other volumes

  1. Information Processing and Management of Uncertainty in Knowledge-Based Systems
    15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part I
  2. 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part II
  3. 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III

About these proceedings

Introduction

These three volumes (CCIS 442, 443, 444) constitute the proceedings of the 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2014, held in Montpellier, France, July 15-19, 2014. The 180 revised full papers presented together with five invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on uncertainty and imprecision on the web of data; decision support and uncertainty management in agri-environment; fuzzy implications; clustering; fuzzy measures and integrals; non-classical logics; data analysis; real-world applications; aggregation; probabilistic networks; recommendation systems and social networks; fuzzy systems; fuzzy logic in boolean framework; management of uncertainty in social networks; from different to same, from imitation to analogy; soft computing and sensory analysis; database systems; fuzzy set theory; measurement and sensory information; aggregation; formal methods for vagueness and uncertainty in a many-valued realm; graduality; preferences; uncertainty management in machine learning; philosophy and history of soft computing; soft computing and sensory analysis; similarity analysis; fuzzy logic, formal concept analysis and rough set; intelligent databases and information systems; theory of evidence; aggregation functions; big data - the role of fuzzy methods; imprecise probabilities: from foundations to applications; multinomial logistic regression on Markov chains for crop rotation modelling; intelligent measurement and control for nonlinear systems.

Keywords

aggregation functions artificial intelligence big data cyber-physical systems data management systems data mining decision support systems decision trees formal concept analysis formal methods fuzzy sets information retrieval information systems information systems applications intelligent databases knowledge management knowledge representation and reasoning linked open data machine learning nonlinear systems ontologies preferences probabilistic reasoning probability and statistics query processing reasoning about belief and knowledge recommender systems retrieval models and ranking rough sets semantic web sensors and actuators sensory analysis similarity measures social computing social networks soft computing theory of evidence uncertainty management vagueness and fuzzy logic

Editors and affiliations

  • Anne Laurent
    • 1
  • Olivier Strauss
    • 2
  • Bernadette Bouchon-Meunier
    • 3
  • Ronald R. Yager
    • 4
  1. 1.University Montpellier 2, LIRMM - CNRS UMR 5506Montpellier Cedex 5France
  2. 2.LIRMM, UMR CNRS/Universite Montpellier IIMontpellier cedex 5France
  3. 3.LIP6UPMC Univ. Paris 06, CNRS UMR 7606ParisFrance
  4. 4.Dept. of Information SystemsIona CollegeNew RochelleUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-08795-5
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-08794-8
  • Online ISBN 978-3-319-08795-5
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • About this book
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