Studies in Classification, Data Analysis, and Knowledge Organization

Challenges at the Interface of Data Analysis, Computer Science, and Optimization

Proceedings of the 34th Annual Conference of the Gesellschaft für Klassifikation e. V., Karlsruhe, July 21 - 23, 2010

Editors: Gaul, W., Geyer-Schulz, A., Schmidt-Thieme, L., Kunze, J. (Eds.)

  • Focus on the interface between data analysis, computer science, and operations research
  • Cutting edge methods and results for many advanced data analysis problems
  • Covers traditional research directions as well as wide area of currently interesting application fields
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eBook $139.00
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  • ISBN 978-3-642-24466-7
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Softcover $179.00
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About this book

This volume provides approaches and solutions to challenges occurring at the interface of research fields such as data analysis, computer science, operations research, and statistics. It includes theoretically oriented contributions as well as papers from various application areas, where knowledge from different research directions is needed to find the best possible interpretation of data for the underlying problem situations. Beside traditional classification research, the book focuses on current interests in fields such as the analysis of social relationships as well as statistical musicology.

Table of contents (60 chapters)

  • Fuzzification of Agglomerative Hierarchical Crisp Clustering Algorithms

    Bank, Mathias (et al.)

    Pages 3-11

  • An EM Algorithm for the Student-t Cluster-Weighted Modeling

    Ingrassia, Salvatore (et al.)

    Pages 13-21

  • Analysis of Distribution Valued Dissimilarity Data

    Mizuta, Masahiro (et al.)

    Pages 23-28

  • An Overall Index for Comparing Hierarchical Clusterings

    Morlini, I. (et al.)

    Pages 29-36

  • An Accelerated K-Means Algorithm Based on Adaptive Distances

    Mucha, Hans-Joachim (et al.)

    Pages 37-47

Buy this book

eBook $139.00
price for USA (gross)
  • ISBN 978-3-642-24466-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $179.00
price for USA
  • ISBN 978-3-642-24465-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Challenges at the Interface of Data Analysis, Computer Science, and Optimization
Book Subtitle
Proceedings of the 34th Annual Conference of the Gesellschaft für Klassifikation e. V., Karlsruhe, July 21 - 23, 2010
Editors
  • Wolfgang Gaul
  • Andreas Geyer-Schulz
  • Lars Schmidt-Thieme
  • Jonas Kunze
Series Title
Studies in Classification, Data Analysis, and Knowledge Organization
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-24466-7
DOI
10.1007/978-3-642-24466-7
Softcover ISBN
978-3-642-24465-0
Series ISSN
1431-8814
Edition Number
1
Number of Pages
XIV, 598
Number of Illustrations and Tables
163 b/w illustrations
Topics