
Data Analysis, Classification, and Related Methods
Springer (Publisher)
Published on 21. June 2000
Book
Paperback/Softback
XIV, 428 pages
978-3-540-67521-1 (ISBN)
Description
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.
More details
Series
Edition
Softcover reprint of the original 1st ed. 2000
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
38 s/w Abbildungen
XIV, 428 p. 38 illus.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 24 mm
Weight
668 gr
ISBN-13
978-3-540-67521-1 (9783540675211)
DOI
10.1007/978-3-642-59789-3
Schweitzer Classification
Persons
Content
Cluster Analysis.- Discrimination, Regression Trees, and Data Mining.- Multivariate and Multidimensional Data Analysis.- Data Science.- Symbolic Data Analysis.