Clustering And Classification

AvARABIE P,Phips Arabie

Inbunden, Engelska, 1996

2 504 kr

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Häftad

1 413 kr

Beskrivning

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.

Produktinformation

Utgivningsdatum:1996-01-01
Mått:152 x 229 x 38 mm
Vikt:1 075 g
Format:Inbunden
Språk:Engelska
Antal sidor:500
Förlag:World Scientific Publishing Co Pte Ltd
ISBN:9789810212872

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Recensioner i media

"... there is such a wealth of information ... that even a beginner could learn a lot from it." Chance, 1997

Innehållsförteckning

An overview of combinatorial data analysis, P.Arabia and L.Hubert; hierarchical classification, A.D.Gordon; comparison of hierarchical clustering algorithms based on space-distorting properties, N.Ohsumi and N.Nakamura; a hierchical classes model; theory and method with applications in psychology and psychopathology, S.Rosenberg et al; an overview of additive trees and other network models, J.D.Carroll and G.De Soete; clusterwise aggregation of relations, W.Gaul and M.Schader; complexity theory: an introduction for practitioners of classification, W.H.E.Day; neural networks for clustering, F.Murtagh; variable selection and weighting in cluster analysis, G.De Soete; an overview of latent class approaches to cluster analysis, W.S.DeSarbo and G.de Soete; a review of cluster analysis research in Japan, A.Okada; clustering and multidimensional scaling in Russia (1960-1990): a review, B.G.Mirkin and I.Muchnik; practical advances in cluster analysis, G.W.Milligan; significance tests in cluster analysis, H.H.Bock.