Skip to main content
SpringerLink
Log in

Information Processing and Management of Uncertainty in Knowledge-Based Systems

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

  • Conference proceedings
  • © 2010

Overview

Editors:
  1. Eyke Hüllermeier

    1. Fachbereich Mathematik und Informatik, Philipps-Universität Marburg, Marburg, Germany

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Rudolf Kruse

    1. Department of Knowledge Processing and Language Engineering, Otto-von-Guericke University of Magdeburg, Magdeburg, Germany

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Frank Hoffmann

    1. Fakultät für Elektrotechnik und Informationstechnik, Technische Universität Dortmund, Dortmund, Germany

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Up-to-date results
  • Fast track conference proceedings
  • State-of-the-art report

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

Included in the following conference series:

Conference proceedings info: IPMU 2010.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (79 papers)

  1. Front Matter

    Download chapter PDF

  2. Reasoning with Uncertainty

    1. Decomposable Models

      1. An Algorithm to Find a Perfect Map for Graphoid Structures
        • Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi
        Pages 1-10
      2. An Empirical Study of the Use of the Noisy-Or Model in a Real-Life Bayesian Network
        • Janneke H. Bolt, Linda C. van der Gaag
        Pages 11-20
      3. Possibilistic Graphical Models and Compositional Models
        • Jiřina Vejnarová
        Pages 21-30
      4. Bayesian Networks vs. Evidential Networks: An Application to Convoy Detection
        • Evangeline Pollard, Michèle Rombaut, Benjamin Pannetier
        Pages 31-39
      5. Approximation of Data by Decomposable Belief Models
        • Radim Jiroušek
        Pages 40-49

    2. Imprecise Probabilities

      1. A Gambler’s Gain Prospects with Coherent Imprecise Previsions
        • Paolo Vicig
        Pages 50-59
      2. Infinite Exchangeability for Sets of Desirable Gambles
        • Gert de Cooman, Erik Quaeghebeur
        Pages 60-69
      3. Ergodicity Conditions for Upper Transition Operators
        • Filip Hermans, Gert de Cooman
        Pages 70-79
      4. An Empirical Comparison of Bayesian and Credal Set Theory for Discrete State Estimation
        • Alexander Karlsson, Ronnie Johansson, Sten F. Andler
        Pages 80-89
      5. On the Complexity of Non-reversible Betting Games on Many-Valued Events
        • Martina Fedel, Tommaso Flaminio
        Pages 90-97
      6. Sequential Decision Processes under Act-State Independence with Arbitrary Choice Functions
        • Matthias C. M. Troffaes, Nathan Huntley, Ricardo Shirota Filho
        Pages 98-107

    3. Logics for Reasoning

      1. Similarity-Based Equality with Lazy Evaluation
        • Ginés Moreno
        Pages 108-117
      2. Progressive Reasoning for Complex Dialogues among Agents
        • Josep Puyol-Gruart, Mariela Morveli-Espinoza
        Pages 118-127
      3. Measuring Instability in Normal Residuated Logic Programs: Discarding Information
        • Nicolás Madrid, Manuel Ojeda-Aciego
        Pages 128-137
      4. Implementing Prioritized Merging with ASP
        • Julien Hue, Odile Papini, Eric Würbel
        Pages 138-147

    4. Preference Modeling

      1. An Interactive Algorithm to Deal with Inconsistencies in the Representation of Cardinal Information
        • Brice Mayag, Michel Grabisch, Christophe Labreuche
        Pages 148-157
      2. Characterization of Complete Fuzzy Preorders Defined by Archimedean t-Norms
        • Ignacio Montes, Davide Martinetti, Susana Díaz, Susana Montes
        Pages 158-167
      3. Rectification of Preferences in a Fuzzy Environment
        • Camilo A. Franco de los Ríos, Javier Montero, J. Tinguaro Rodríguez
        Pages 168-178

  3. Data Analysis and Knowledge Processing

    1. Belief Functions

      1. Identification of Speakers by Name Using Belief Functions
        • Simon Petitrenaud, Vincent Jousse, Sylvain Meignier, Yannick Estève
        Pages 179-188
Back to top

Other volumes

  1. Computational Intelligence for Knowledge-Based Systems Design

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

  3. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications

Keywords

About this book

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.

Editors and Affiliations

  • Fachbereich Mathematik und Informatik, Philipps-Universität Marburg, Marburg, Germany

    Eyke Hüllermeier

  • Department of Knowledge Processing and Language Engineering, Otto-von-Guericke University of Magdeburg, Magdeburg, Germany

    Rudolf Kruse

  • Fakultät für Elektrotechnik und Informationstechnik, Technische Universität Dortmund, Dortmund, Germany

    Frank Hoffmann

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation