Bayesian clustering with uncertain data
Bayesian clustering with uncertain data
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United States: Public Library of Science
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English
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United States: Public Library of Science
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Clustering is widely used in bioinformatics and many other fields, with applications from exploratory analysis to prediction. Many types of data have associated uncertainty or measurement error, but this is rarely used to inform the clustering. We present Dirichlet Process Mixtures with Uncertainty (DPMUnc), an extension of a Bayesian nonparametric...
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Bayesian clustering with uncertain data
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TN_cdi_proquest_miscellaneous_3100562380
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_3100562380
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ISSN
1553-7358,1553-734X
E-ISSN
1553-7358
DOI
10.1371/journal.pcbi.1012301
