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Classification and Information Processing at the Turn of the Millennium

Proceedings of the 23rd Annual Conference of the Gesellschaft für Klassifikation e.V., University of Bielefeld, March 10–12, 1999

  • Conference proceedings
  • © 2000

Overview

Editors:
  1. Reinhold Decker

    1. University of Bielefeld Betriebswirtschaftslehre und Marketing, Bielefeld, Germany

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  2. Wolfgang Gaul

    1. Institut für Entscheidungstheorie und Unternehmensforschung, University of Karlsruhe (TH), Karlsruhe, Germany

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Table of contents (53 papers)

  1. Front Matter

    Pages I-X
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  2. Data Analysis and Classification

    1. Front Matter

      Pages 1-1
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    2. New Developments in Latent Variable Models

      • G. Arminger, J. Wittenberg, P. Stein
      Pages 3-17

    3. Regression-Type Models for Kohonen’s Self-Organizing Networks

      • H.-H. Bock
      Pages 18-31

    4. Relational Data Analysis, Discrimination and Classification

      • J. J. Meulman
      Pages 32-39

    5. Data Types and Information: Beyond the Current Practice of Data Analysis

      • S. Nishisato
      Pages 40-51

    6. Two-Mode Three-Way Asymmetric Multidimensional Scaling with Constraints on Asymmetry

      • A. Okada, T. Imaizumi
      Pages 52-59

    7. Regularized Discriminant Analysis with Optimally Scaled Data

      • H. Bensmail, J. J. Meulman
      Pages 60-67

    8. Recurrence Properties in Two-Mode Hierarchical Clustering

      • W. Castillo, J. Trejos
      Pages 68-73

    9. On Pyramidal Classification in the Delimitation of Climatic Regions in Catalonia

      • J. Conde, M. A. Colomer, C. Capdevila, A. Gil
      Pages 74-82

    10. On the Modal Understanding of Triadic Contexts

      • F. Dau, R. Wille
      Pages 83-94

    11. Clustering and Scaling: Grouping Variables in Burt Matrices

      • S. Gabler, J. Blasius
      Pages 95-104

    12. Standardisation of Data Set under Different Measurement Scales

      • K. Jajuga, M. Walesiak
      Pages 105-112

    13. Neural Networks for Two-Group Classification Problems with Monotonicity Hints

      • P. Lory, D. Gietl
      Pages 113-118

    14. A Bridge from the Nearest Neighbour to the Fixed Bandwidth in Nonparametric Functional Estimation

      • R. Pflüger, O. Gefeller
      Pages 119-126

    15. Clustering Techniques for the Detection of Business Cycles

      • W. Theis, C. Weihs
      Pages 127-134

    16. Simulated Annealing Optimization for Two-mode Partitioning

      • J. Trejos, W. Castillo
      Pages 135-142

  3. Computer Science, Computational Statistics, and Data Mining

    1. Front Matter

      Pages 143-143
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    2. Competitiveness of Evolutionary Algorithms

      • W. Hauke
      Pages 145-152

    3. Intelligent Data Analysis via Linguistic Data Summaries: A Fuzzy Logic Approach

      • J. Kacprzyk
      Pages 153-161
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Keywords

About this book

This volume contains revised versions of selected papers presented dur­ ing the 23rd Annual Conference of the German Classification Society GfKl (Gesellschaft fiir Klassifikation). The conference took place at the Univer­ sity of Bielefeld (Germany) in March 1999 under the title "Classification and Information Processing at the Turn of the Millennium". Researchers and practitioners - interested in data analysis, classification, and information processing in the broad sense, including computer science, multimedia, WWW, knowledge discovery, and data mining as well as spe­ cial application areas such as (in alphabetical order) biology, finance, genome analysis, marketing, medicine, public health, and text analysis - had the op­ portunity to discuss recent developments and to establish cross-disciplinary cooperation in their fields of interest. Additionally, software and book pre­ sentations as well as several tutorial courses were organized. The scientific program of the conference included 18 plenary or semi plenary lectures and more than 100 presentations in special sections. The peer-reviewed papers are presented in 5 chapters as follows: • Data Analysis and Classification • Computer Science, Computational Statistics, and Data Mining • Management Science, Marketing, and Finance • Biology, Genome Analysis, and Medicine • Text Analysis and Information Retrieval As an unambiguous assignment of results to single chapters is sometimes difficult papers are grouped in a way that the editors found appropriate.

Editors and Affiliations

  • University of Bielefeld Betriebswirtschaftslehre und Marketing, Bielefeld, Germany

    Reinhold Decker

  • Institut für Entscheidungstheorie und Unternehmensforschung, University of Karlsruhe (TH), Karlsruhe, Germany

    Wolfgang Gaul

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