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Book synopsis

At a moderately advanced level, this book seeks to cover the areas of clustering and related methods of data analysis where major advances are being made. Topics include: hierarchical clustering; variable selection and weighting; additive trees and other network models; relevance of neural network models to clustering; the role of computational complexity in cluster analysis; latent class approaches to cluster analysis; theory and method with applications of a hierarchical classes model in psychology and psychopathology; combinatorial data analysis; clusterwise aggregation of relations; review of the Japanese-language results on clustering; review of the Russian-language results on clustering and multidimensional scaling; practical advances; and significance tests.

Book details

Book category Books in English Mathematics & science Mathematics Probability & statistics

• Full title: Clustering And Classification
• Author: Phipps Arabie, etc.
• Language: English
• Binding: Hardback
• Number of pages: 500
• EAN: 9789810212872
• ISBN: 9810212879
• ID: 05064339
• Publisher: World Scientific Publishing Co Pte Ltd
• Date of publishing: 01. January 1996

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