Studies in Classification, Data Analysis, and Knowledge Organization

Data Analysis, Classification, and Related Methods

Editors: Kiers, H.A.L., Rasson, J.-P., Groenen, P.J.F., Schader, M. (Eds.)

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About this book

This volume contains a selection of papers presented at the Seven~h Confer­ ence of the International Federation of Classification Societies (IFCS-2000), which was held in Namur, Belgium, July 11-14,2000. From the originally sub­ mitted papers, a careful review process involving two reviewers per paper, led to the selection of 65 papers that were considered suitable for publication in this book. The present book contains original research contributions, innovative ap­ plications and overview papers in various fields within data analysis, classifi­ cation, and related methods. Given the fast publication process, the research results are still up-to-date and coincide with their actual presentation at the IFCS-2000 conference. The topics captured are: • Cluster analysis • Comparison of clusterings • Fuzzy clustering • Discriminant analysis • Mixture models • Analysis of relationships data • Symbolic data analysis • Regression trees • Data mining and neural networks • Pattern recognition • Multivariate data analysis • Robust data analysis • Data science and sampling The IFCS (International Federation of Classification Societies) The IFCS promotes the dissemination of technical and scientific information data analysis, classification, related methods, and their applica­ concerning tions.

Table of contents (46 chapters)

Table of contents (46 chapters)

Buy this book

eBook $119.00
price for USA in USD (gross)
  • ISBN 978-3-642-59789-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $159.00
price for USA in USD
  • ISBN 978-3-540-67521-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Data Analysis, Classification, and Related Methods
Editors
  • Henk A.L. Kiers
  • Jean-Paul Rasson
  • Patrick J.F. Groenen
  • Martin Schader
Series Title
Studies in Classification, Data Analysis, and Knowledge Organization
Copyright
2000
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin · Heidelberg
eBook ISBN
978-3-642-59789-3
DOI
10.1007/978-3-642-59789-3
Softcover ISBN
978-3-540-67521-1
Series ISSN
1431-8814
Edition Number
1
Number of Pages
XIV, 428
Number of Illustrations
38 b/w illustrations
Topics