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  • Conference proceedings
  • © 2003

Between Data Science and Applied Data Analysis

Proceedings of the 26th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Mannheim, July 22–24, 2002

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Table of contents (77 papers)

  1. Front Matter

    Pages I-XIII
  2. Clustering and Discrimination

    1. Front Matter

      Pages 1-1
    2. Robust Classification Through the Forward Search

      • Anthony Atkinson, Andrea Cerioli, Marco Riani
      Pages 3-12
    3. Interaction Terms in Non-linear PLS via Additive Spline Transformation

      • Jean-François Durand, Rosaria Lombardo
      Pages 22-29
    4. Efficient Density Clustering Using Basin Spanning Trees

      • Sören Hader, Fred A. Hamprecht
      Pages 39-48
    5. Some Issues on Clustering of Functional Data

      • Salvatore Ingrassia, Andrea Cerioli, Aldo Corbellini
      Pages 49-56
    6. Scalable Clustering of High Dimensional Data

      • David Littau, Daniel Boley
      Pages 57-64
    7. Methods to Combine Classification Trees

      • Rossella Miglio, Gabriele Soffritti
      Pages 65-73
    8. Core-Based Clustering Techniques

      • Hans-Joachim Mucha, Hans-Georg Bartel, Jens Dolata
      Pages 74-82
    9. Combining Regression Trees and Radial Basis Function Networks in Longitudinal Data Modelling

      • Marilena Pillati, Daniela G. Calò, Giuliano Galimberti
      Pages 83-91
    10. Two Approaches for Discriminant Partial Least Squares

      • Robert Sabatier, Myrtille Vivien, Pietro Amenta
      Pages 100-108
    11. Classification and Clustering of Vocal Performances

      • Claus Weihs, Uwe Ligges, Jörg Güttner, Petra Hasse-Becker, Sonja Berghoff
      Pages 118-126
    12. Cluster- and Discriminant Analysis With Both Metric and Categorial Data

      • Michael Wodny, Bernd Jäger, Karl-Ernst Biebler
      Pages 127-130
  3. Data Analysis and Statistics

    1. Front Matter

      Pages 131-131
    2. Multivariate Mixture Models Estimation: A Genetic Algorithm Approach

      • Roberto Baragona, Francesco Battaglia
      Pages 133-142

Editors and Affiliations

  • Department of Information Systems, University of Mannheim, Mannheim, Germany

    Martin Schader

  • Institute of Decision Theory, University of Karlsruhe, Karlsruhe, Germany

    Wolfgang Gaul

  • Department of Statistics, University of Rome, Rome, Italy

    Maurizio Vichi

Bibliographic Information

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
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