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  • Conference proceedings
  • © 2005

Classification - the Ubiquitous Challenge

Proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9-11, 2004

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Table of contents (82 papers)

  1. Front Matter

    Pages I-XX
  2. (Semi-) Plenary Presentations

    1. Bayesian Mixed Membership Models for Soft Clustering and Classification

      • Elena A. Erosheva, Stephen E. Fienberg
      Pages 11-26
    2. Predicting Protein Secondary Structure with Markov Models

      • Paul Fischer, Simon Larsen, Claus Thomsen
      Pages 27-33
    3. Quantitative Text Typology: The Impact of Word Length

      • Peter Grzybek, Ernst Stadlober, Emmerich Kelih, Gordana Antić
      Pages 53-64
    4. Cluster Ensembles

      • Kurt Hornik
      Pages 65-72
    5. Multimedia Pattern Recognition in Soccer Video Using Time Intervals

      • Cees G.M. Snoek, Marcel Worring
      Pages 97-108
  3. Classification and Data Analysis

    1. Bootstrapping Latent Class Models

      • José G. Dias
      Pages 121-128
    2. Dimensionality of Random Subspaces

      • Eugeniusz Gatnar
      Pages 129-136
    3. Bagging, Boosting and Ordinal Classification

      • Klaus Hechenbichler, Gerhard Tutz
      Pages 145-152
    4. A Method for Visual Cluster Validation

      • Christian Hennig
      Pages 153-160
    5. Empirical Comparison of Boosting Algorithms

      • Riadh Khanchel, Mohamed Limam
      Pages 161-167
    6. Iterative Majorization Approach to the Distance-based Discriminant Analysis

      • Serhiy Kosinov, Stéphane Marchand-Maillet, Thierry Pun
      Pages 168-175

Editors and Affiliations

  • Fachbereich Statistik, Universität Dortmund, Dortmund

    Claus Weihs

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

    Wolfgang Gaul

Bibliographic Information

Buy it now

Buying options

eBook USD 169.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
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