Studies in Classification, Data Analysis, and Knowledge Organization

Advances in Data Analysis, Data Handling and Business Intelligence

Proceedings of the 32nd Annual Conference of the Gesellschaft für Klassifikation e.V., Joint Conference with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC), Helmut-Schmidt-University, Hamburg, July 16-18, 2008

Editors: Fink, A., Lausen, B., Seidel, W., Ultsch, A. (Eds.)

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About this book

Data Analysis, Data Handling and Business Intelligence are research areas at the intersection of computer science, artificial intelligence, mathematics, and statistics. They cover general methods and techniques that can be applied to a vast set of applications such as in marketing, finance, economics, engineering, linguistics, archaeology, musicology, medical science, and biology. This volume contains the revised versions of selected papers presented during the 32nd Annual Conference of the German Classification Society (Gesellschaft für Klassifikation, GfKl). The conference, which was organized in cooperation with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC), was hosted by Helmut-Schmidt-University, Hamburg, Germany, in July 2008.

Table of contents (71 chapters)

  • Semi-supervised Probabilistic Distance Clustering and the Uncertainty of Classification

    Iyigun, Cem (et al.)

    Pages 3-20

  • Strategies of Model Construction for the Analysis of Judgment Data

    Krolak-Schwerdt, Sabine

    Pages 21-32

  • Clustering of High-Dimensional Data via Finite Mixture Models

    McLachlan, Geoff J. (et al.)

    Pages 33-44

  • Clustering and Dimensionality Reduction to Discover Interesting Patterns in Binary Data

    Palumbo, Francesco (et al.)

    Pages 45-55

  • Kernel Methods for Detecting the Direction of Time Series

    Peters, Jonas (et al.)

    Pages 57-66

Buy this book

eBook $179.00
price for USA
  • ISBN 978-3-642-01044-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Download immediately after purchase
Softcover $229.00
price for USA
  • ISBN 978-3-642-01043-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Data Analysis, Data Handling and Business Intelligence
Book Subtitle
Proceedings of the 32nd Annual Conference of the Gesellschaft für Klassifikation e.V., Joint Conference with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC), Helmut-Schmidt-University, Hamburg, July 16-18, 2008
Editors
  • Andreas Fink
  • Berthold Lausen
  • Wilfried Seidel
  • Alfred Ultsch
Series Title
Studies in Classification, Data Analysis, and Knowledge Organization
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-01044-6
DOI
10.1007/978-3-642-01044-6
Softcover ISBN
978-3-642-01043-9
Series ISSN
1431-8814
Edition Number
1
Number of Pages
XXVI, 695
Number of Illustrations and Tables
104 b/w illustrations, 68 illustrations in colour
Topics