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- W560509166 abstract "For multivariate data with a low–dimensional latent structure, a novelapproach to linear dimension reduction based on Gaussian mixture models is pro-posed. A generative model is assumed for the data, where the mixture centres(or ‘mass points’) are positioned along lines or planes spanned through the datacloud. All involved parameters are estimated simultaneously through the EM al-gorithm, requiring an additional iteration within each M-step. Data points can beprojected onto the low–dimensional space by taking the posterior mean over theestimated mass points. The compressed data can then be used for further pro-cessing, for instance as a low–dimensional predictor in a multivariate regressionproblem." @default.
- W560509166 created "2016-06-24" @default.
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- W560509166 date "2012-01-01" @default.
- W560509166 modified "2023-09-25" @default.
- W560509166 title "Generative linear mixture modelling." @default.
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- W560509166 hasPublicationYear "2012" @default.
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