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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

  • Myra Spiliopoulou
  • Rudolf Kruse
  • Christian Borgelt
  • Andreas Nürnberger
  • Wolfgang Gaul

Table of contents

  1. Front Matter
    Pages i-xix
  2. Plenaries and Semi-plenaries

  3. Clustering

    1. Bert Arnrich, Alexander Albert, Jörg Walter
      Pages 87-94
    2. José G. Dias
      Pages 95-102
    3. Marcus Weber, Wasinee Rungsarityotin, Alexander Schliep
      Pages 103-110
  4. Discriminant Analysis

  5. Classification with Latent Variable Models

    1. Daniela G. Calò, Angela Montanari, Cinzia Viroli
      Pages 166-173
    2. Giuliano Galimberti, Gabriele Soffritti
      Pages 174-181
  6. Multiway Classification and Data Analysis

  7. Ranking, Multi-label Classification, Preferences

    1. Stéphan Clémençon, Gábor Lugosi, Nicolas Vayatis
      Pages 214-221
  8. PLS Path Modeling, PLS Regression and Classification

    1. Karin Sahmer, Mohamed Hanafi, Mostafa El Qannari
      Pages 222-229
    2. Sven Serneels, Christophe Croux, Peter Filzmoser, Pierre J. Van Espen
      Pages 230-237
  9. Robust Methods in Multivariate Statistics

    1. Claudio Agostinelli, Paolo Pellizzari
      Pages 246-253
    2. Claudia Becker, Sebastian Paris Scholz
      Pages 254-261
    3. Peter Filzmoser, Sven Serneels, Christophe Croux, Pierre J. Van Espen
      Pages 270-277
    4. Fabian Mörchen, Alfred Ultsch
      Pages 278-285
  10. Data Mining and Explorative Multivariate Data Analysis

    1. Pietro Amenta, Enrico Ciavolino
      Pages 286-293
    2. Vartan Choulakian, Luigi Dambra, Biagio Simonetti
      Pages 294-301
    3. Amor Messaoud, Claus Weihs, Franz Hering
      Pages 302-309
  11. Text Mining

    1. Gordana Antić, Ernst Stadlober, Peter Grzybek, Emmerich Kelih
      Pages 310-317
    2. Christoph Benden
      Pages 318-325
    3. Stephan Bloehdorn, Philipp Cimiano, Andreas Hotho
      Pages 334-341
    4. Isabel Drost, Steffen Bickel, Tobias Scheffer
      Pages 342-349
    5. August Fenk, Gertraud Fenk-Oczlon
      Pages 350-357
    6. Blaž Fortuna, Dunja Mladenič
      Pages 358-365
    7. Dafydd Gibbon, Baden Hughes, Thorsten Trippel
      Pages 366-373
    8. Miha Grcar, Dunja Mladenič, Marko Grobelnik
      Pages 374-381
    9. Emmerich Kelih, Peter Grzybek, Gordana Antić, Ernst Stadlober
      Pages 382-389
    10. Blaž Novak, Dunja Mladenič, Marko Grobelnik
      Pages 398-405
    11. Alexander Mehler, Rüdiger Gleim, Matthias Dehmer
      Pages 406-413

About these proceedings

Keywords

Analysis Latent variable model Multivariate statistics bioinformatics classification clustering data analysis data mining fuzzy knowledge engineering statistics visualization web mining

Editors and affiliations

  • Myra Spiliopoulou
    • 1
  • Rudolf Kruse
    • 2
  • Christian Borgelt
    • 2
  • Andreas Nürnberger
    • 2
  • Wolfgang Gaul
    • 3
  1. 1.Institut für Technische und Betriebliche InformationssystemeOtto-von-Guericke-Universität MagdeburgMagdeburgGermany
  2. 2.Institut für Wissens- und SprachverarbeitungOtto-von-Guericke-Universität MagdeburgMagdeburgGermany
  3. 3.Institut für Entscheidungstheorie und UnternehmensforschungUniversität Karlsruhe (TH)Karlsruhe

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-31314-1
  • Copyright Information Springer Berlin · Heidelberg 2006
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-3-540-31313-7
  • Online ISBN 978-3-540-31314-4
  • Series Print ISSN 1431-8814
  • Buy this book on publisher's site
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