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Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods

13th International Conference, IPMU 2010, Dortmund, Germany, June 28–July 2, 2010. Proceedings, Part I

  • Eyke Hüllermeier
  • Rudolf Kruse
  • Frank Hoffmann

Part of the Communications in Computer and Information Science book series (CCIS, volume 80)

Table of contents

  1. Front Matter
  2. Reasoning with Uncertainty

    1. Decomposable Models

      1. Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi
        Pages 1-10
      2. Evangeline Pollard, Michèle Rombaut, Benjamin Pannetier
        Pages 31-39
    2. Imprecise Probabilities

      1. Gert de Cooman, Erik Quaeghebeur
        Pages 60-69
      2. Filip Hermans, Gert de Cooman
        Pages 70-79
      3. Alexander Karlsson, Ronnie Johansson, Sten F. Andler
        Pages 80-89
      4. Matthias C. M. Troffaes, Nathan Huntley, Ricardo Shirota Filho
        Pages 98-107
    3. Logics for Reasoning

      1. Josep Puyol-Gruart, Mariela Morveli-Espinoza
        Pages 118-127
      2. Julien Hue, Odile Papini, Eric Würbel
        Pages 138-147
    4. Preference Modeling

      1. Brice Mayag, Michel Grabisch, Christophe Labreuche
        Pages 148-157
      2. Ignacio Montes, Davide Martinetti, Susana Díaz, Susana Montes
        Pages 158-167
      3. Camilo A. Franco de los Ríos, Javier Montero, J. Tinguaro Rodríguez
        Pages 168-178
  3. Data Analysis and Knowledge Processing

    1. Belief Functions

      1. Simon Petitrenaud, Vincent Jousse, Sylvain Meignier, Yannick Estève
        Pages 179-188
      2. Clément Solau, Anne-Marie Jolly, Laurent Delahoche, Bruno Marhic, David Menga
        Pages 199-208
      3. Ahmed Dallil, Mourad Oussalah, Abdelaziz Ouldali
        Pages 209-217
      4. Mohamed Anis Bach Tobji, Boutheina Ben Yaghlane
        Pages 218-227
      5. Rui Jorge Almeida, Uzay Kaymak
        Pages 228-237
      6. Audun Jøsang, Stephen O’Hara
        Pages 248-257
    2. Rough Sets

      1. Slavka Bodjanova, Martin Kalina
        Pages 268-277
      2. Piotr Kwiatkowski, Sinh Hoa Nguyen, Hung Son Nguyen
        Pages 288-297
    3. Machine Learning

      1. Aída Jiménez, Fernando Berzal, Juan-Carlos Cubero
        Pages 298-307
      2. M. Dolores Ruiz, Miguel Delgado, Daniel Sánchez
        Pages 308-317
      3. Marcos E. Cintra, Heloisa A. Camargo
        Pages 318-327
      4. Giorgio Corani, Alessio Benavoli
        Pages 328-337
    4. Probabilistic Methods

      1. Balapuwaduge Sumudu Udaya Mendis, Tom D. Gedeon
        Pages 338-347
      2. Robert Piché, Esko Turunen
        Pages 348-355
      3. Martin Krone, Frank Klawonn
        Pages 356-364
      4. Marc Finthammer, Christoph Beierle, Jens Fisseler, Gabriele Kern-Isberner, Bülent Möller, Jörg I. Baumbach
        Pages 365-375
    5. Fuzzy Methods

      1. Eva Armengol, Àngel García-Cerdaña
        Pages 396-405
      2. Luiz F. S. Coletta, Eduardo R. Hruschka, Thiago F. Covoes, Ricardo J. G. B. Campello
        Pages 406-415
      3. Arne-Jens Hempel, Steffen F. Bocklisch
        Pages 416-425
      4. Uwe Mönks, Denis Petker, Volker Lohweg
        Pages 426-435
      5. Janusz Kacprzyk, Anna Wilbik
        Pages 436-445
      6. Derek T. Anderson, James C. Bezdek, James M. Keller, Mihail Popescu
        Pages 446-454
      7. Irene Díaz, José Ranilla, Luis J. Rodríguez-Muniz, Luigi Troiano
        Pages 455-464
  4. Fuzzy Sets and Fuzzy Logic

    1. Fuzzy Measures and Integrals

      1. Miguel Couceiro, Jean-Luc Marichal
        Pages 465-470

Other volumes

  1. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods
    13th International Conference, IPMU 2010, Dortmund, Germany, June 28–July 2, 2010. Proceedings, Part I
  2. 13th International Conference, IPMU 2010, Dortmund, Germany, June 28–July 2, 2010. Proceedings, Part II
  3. 13th International Conference on Information Processing and Management of Uncertainty, IPMU 2010, Dortmund, Germany, June 28 - July 2, 2010. Proceedings

About these proceedings

Introduction

The International Conference on Information Processing and Management of - certainty in Knowledge-Based Systems, IPMU, is organized every two years with the aim of bringing together scientists working on methods for the management of uncertainty and aggregation of information in intelligent systems. Since 1986, this conference has been providing a forum for the exchange of ideas between th theoreticians and practitioners working in these areas and related ?elds. The 13 IPMU conference took place in Dortmund, Germany, June 28–July 2, 2010. This volume contains 79 papers selected through a rigorous reviewing process. The contributions re?ect the richness of research on topics within the scope of the conference and represent several important developments, speci?cally focused on theoretical foundations and methods for information processing and management of uncertainty in knowledge-based systems. We were delighted that Melanie Mitchell (Portland State University, USA), Nihkil R. Pal (Indian Statistical Institute), Bernhard Sch¨ olkopf (Max Planck I- titute for Biological Cybernetics, Tubing ¨ en, Germany) and Wolfgang Wahlster (German Research Center for Arti?cial Intelligence, Saarbruc ¨ ken) accepted our invitations to present keynote lectures. Jim Bezdek received the Kamp´ede F´ eriet Award, granted every two years on the occasion of the IPMU conference, in view of his eminent research contributions to the handling of uncertainty in clustering, data analysis and pattern recognition.

Keywords

Processing aggregation methods data analysis fuzzy logic knowledge knowledge acquisition knowledge-based system neural networks

Editors and affiliations

  • Eyke Hüllermeier
    • 1
  • Rudolf Kruse
    • 2
  • Frank Hoffmann
    • 3
  1. 1.Fachbereich Mathematik und InformatikPhilipps-Universität MarburgMarburgGermany
  2. 2.Department of Knowledge Processing and Language EngineeringOtto-von-Guericke University of MagdeburgMagdeburgGermany
  3. 3.Fakultät für Elektrotechnik und InformationstechnikTechnische Universität DortmundDortmundGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-14055-6
  • Copyright Information Springer-Verlag Heidelberg 2010
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-14054-9
  • Online ISBN 978-3-642-14055-6
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site