Data Analysis, Classification, and Related Methods (Studies in Classification, Data Analysis, and Knowledge Organization)

ISBN 10: 3540675213 / ISBN 13: 9783540675211

Verlag: Springer, 2000

In. Bestandsnummer des Verkäufers ria9783540675211_new

Inhaltsangabe:

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.

Reseña del editor: 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.

Bibliografische Details

Titel: Data Analysis, Classification, and Related ...
Verlag: Springer
Erscheinungsdatum: 2000
Einband: Softcover
Zustand: New