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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.
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"... there is such a wealth of information ... that even a beginner could learn a lot from it." Chance, 1997
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Clustering and Classification
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World Scientific Pub Co Inc, 1996
ISBN 10: 9810213549
ISBN 13: 9789810213541
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Clustering And Classification
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ISBN 10: 9810213549
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Clustering and Classification
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Clustering and Classification
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Clustering and Classification
Published by
World Scientific Pub Co Inc, 1996
ISBN 10: 9810213549
ISBN 13: 9789810213541
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Clustering And Classification
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Clustering and Classification
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Taschenbuch. Condition: Neu. Neuware - 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. Seller Inventory # 9789810213541
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Clustering And Classification
Published by
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ISBN 10: 9810213549
ISBN 13: 9789810213541
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