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
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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)
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Semi-supervised Probabilistic Distance Clustering and the Uncertainty of Classification
Pages 3-20
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Strategies of Model Construction for the Analysis of Judgment Data
Pages 21-32
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Clustering of High-Dimensional Data via Finite Mixture Models
Pages 33-44
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Clustering and Dimensionality Reduction to Discover Interesting Patterns in Binary Data
Pages 45-55
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Kernel Methods for Detecting the Direction of Time Series
Pages 57-66
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Table of contents (71 chapters)
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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
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- 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
- 104 b/w illustrations, 68 illustrations in colour
- Topics
