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  • Conference proceedings
  • © 2006

From Data and Information Analysis to Knowledge Engineering

Proceedings of the 29th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9-11, 2005

Editors:

  1. Myra Spiliopoulou

    1. Institut für Technische und Betriebliche Informationssysteme, Otto-von-Guericke-Universität Magdeburg, Magdeburg, Germany

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  2. Rudolf Kruse

    1. Institut für Wissens- und Sprachverarbeitung, Otto-von-Guericke-Universität Magdeburg, Magdeburg, Germany

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  3. Christian Borgelt

    1. Institut für Wissens- und Sprachverarbeitung, Otto-von-Guericke-Universität Magdeburg, Magdeburg, Germany

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  4. Andreas Nürnberger

    1. Institut für Wissens- und Sprachverarbeitung, Otto-von-Guericke-Universität Magdeburg, Magdeburg, Germany

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  5. Wolfgang Gaul

    1. Institut für Entscheidungstheorie und Unternehmensforschung, Universität Karlsruhe (TH), Karlsruhe

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Part of the book series: Studies in Classification, Data Analysis, and Knowledge Organization (STUDIES CLASS)

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Table of contents (92 papers)

  1. Front Matter

    Pages i-xix
    PDF

  2. Plenaries and Semi-plenaries

    3. Scalable Swarm Based Fuzzy Clustering

      • Lawrence O. Hall, Parag M. Kanade
      Pages 21-31

    6. Text Mining in Action!

      • Dunja Mladenič
      Pages 52-62

    8. Kernels for Predictive Graph Mining

      • Stefan Wrobel, Thomas Gärtner, Tamás Horváth
      Pages 75-86

  3. Clustering

    1. PRISMA: Improving Risk Estimation with Parallel Logistic Regression Trees

      • Bert Arnrich, Alexander Albert, Jörg Walter
      Pages 87-94

    2. Latent Class Analysis and Model Selection

      • José G. Dias
      Pages 95-102

    3. An Indicator for the Number of Clusters: Using a Linear Map to Simplex Structure

      • Marcus Weber, Wasinee Rungsarityotin, Alexander Schliep
      Pages 103-110

  4. Discriminant Analysis

    3. Input Variable Selection in Kernel Fisher Discriminant Analysis

      • Nelmarie Louw, Sarel J. Steel
      Pages 126-133

  5. Classification with Latent Variable Models

    1. Model-based Density Estimation by Independent Factor Analysis

      • Daniela G. Calò, Angela Montanari, Cinzia Viroli
      Pages 166-173
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Keywords

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Editors and Affiliations

  • Institut für Technische und Betriebliche Informationssysteme, Otto-von-Guericke-Universität Magdeburg, Magdeburg, Germany

    Myra Spiliopoulou

  • Institut für Wissens- und Sprachverarbeitung, Otto-von-Guericke-Universität Magdeburg, Magdeburg, Germany

    Rudolf Kruse, Christian Borgelt, Andreas Nürnberger

  • Institut für Entscheidungstheorie und Unternehmensforschung, Universität Karlsruhe (TH), Karlsruhe

    Wolfgang Gaul

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