Model-based clustering of high-dimensional data: a review (Q1621282)

scientific article; zbMATH DE number 6975372

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English	Model-based clustering of high-dimensional data: a review	scientific article; zbMATH DE number 6975372

Statements

instance of

scholarly article

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title

Model-based clustering of high-dimensional data: a review (English)

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author

Charles Bouveyron

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Camille Brunet-Saumard

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published in

Computational Statistics and Data Analysis

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publication date

8 November 2018

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zbMATH Keywords

model-based clustering

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high-dimensional data

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dimension reduction

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regularization

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parsimonious models

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subspace clustering

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variable selection

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software

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R package

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describes a project that uses

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full work available at URL

https://doi.org/10.1016/j.csda.2012.12.008

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cites work

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Using conditional independence for parsimonious model-based Gaussian clustering

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Projection pursuit

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Identifiers

zbMATH Open document ID

1471.62032

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Mathematics Subject Classification ID

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10.1016/J.CSDA.2012.12.008

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Sitelinks

Mathematics(1 entry)

mardi Publication:1621282