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Cluster analysis

Cluster analysis comprises a range of methods for classifying multivariate data into subgroups. By organizing multivariate data into such subgroups, clustering can help reveal the characteristics of any structure or patterns present. These techniques have proven useful in a wide range of areas such...

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Detalles Bibliográficos
Autores principales: Everitt, Brian S, Landau, Sabine, Leese, Morven, Stahl, Daniel
Lenguaje:eng
Publicado: John Wiley & Sons 2011
Materias:
Acceso en línea:http://cds.cern.ch/record/1417099
Descripción
Sumario:Cluster analysis comprises a range of methods for classifying multivariate data into subgroups. By organizing multivariate data into such subgroups, clustering can help reveal the characteristics of any structure or patterns present. These techniques have proven useful in a wide range of areas such as medicine, psychology, market research and bioinformatics.This fifth edition of the highly successful Cluster Analysis includes coverage of the latest developments in the field and a new chapter dealing with finite mixture models for structured data.Real life examples are used throughout to demons