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

  • Martin Schader
  • Wolfgang Gaul
  • Maurizio Vichi
Conference proceedings

DOI: 10.1007/978-3-642-18991-3

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

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

About these proceedings

Keywords

Applied Data Analysis Classification Data Science Gesellschaft für Klassifikation Knowledge Organization calculus data analysis statistics

Editors and affiliations

  • Martin Schader
    • 1
  • Wolfgang Gaul
    • 2
  • Maurizio Vichi
    • 3
  1. 1.Department of Information SystemsUniversity of MannheimMannheimGermany
  2. 2.Institute of Decision TheoryUniversity of KarlsruheKarlsruheGermany
  3. 3.Department of StatisticsUniversity of RomeRomeItaly

Bibliographic information

  • Copyright Information Springer-Verlag Berlin ¿ Heidelberg 2003
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-40354-8
  • Online ISBN 978-3-642-18991-3
  • Series Print ISSN 1431-8814