Studies in Classification, Data Analysis, and Knowledge Organization

German-Japanese Interchange of Data Analysis Results

Editors: Gaul, W., Geyer-Schulz, A., Baba, Y., Okada, A. (Eds.)

  • Focuses on the interface between Data Analysis and Computer Science
  • Presents innovative methods and results for many data analysis problems
  • Offers applications from a wide area of disciplines​
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  • ISBN 978-3-319-01264-3
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  • ISBN 978-3-319-01263-6
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About this book

This volume focuses on innovative approaches and recent developments in clustering, analysis of data and models, and applications: The first part of the book covers a broad range of innovations in the area of clustering, from algorithmic innovations for graph clustering to new visualization and evaluation techniques. The second part addresses new developments in data and decision analysis (conjoint analysis, non-additive utility functions, analysis of asymmetric relationships, and regularization techniques). The third part is devoted to the application of innovative data analysis methods in the life-sciences, the social sciences and in engineering. All contributions in this volume are revised and extended versions of selected papers presented in the German/Japanese Workshops at Karlsruhe (2010) and Kyoto (2012). 

Table of contents (22 chapters)

  • Model-Based Clustering Methods for Time Series

    Bock, Hans-Hermann

    Pages 3-15

  • The Randomized Greedy Modularity Clustering Algorithm and the Core Groups Graph Clustering Scheme

    Geyer-Schulz, Andreas (et al.)

    Pages 17-36

  • Comparison of Two Distribution Valued Dissimilarities and Its Application for Symbolic Clustering

    Matsui, Yusuke (et al.)

    Pages 37-46

  • Pairwise Data Clustering Accompanied by Validation and Visualisation

    Mucha, Hans-Joachim

    Pages 47-57

  • Classification, Clustering, and Visualisation Based on Dual Scaling

    Mucha, Hans-Joachim

    Pages 59-69

Buy this book

eBook $139.00
price for USA (gross)
  • ISBN 978-3-319-01264-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $179.00
price for USA
  • ISBN 978-3-319-01263-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
German-Japanese Interchange of Data Analysis Results
Editors
  • Wolfgang Gaul
  • Andreas Geyer-Schulz
  • Yasumasa Baba
  • Akinori Okada
Series Title
Studies in Classification, Data Analysis, and Knowledge Organization
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-01264-3
DOI
10.1007/978-3-319-01264-3
Softcover ISBN
978-3-319-01263-6
Series ISSN
1431-8814
Edition Number
1
Number of Pages
XIII, 267
Number of Illustrations and Tables
47 b/w illustrations
Topics