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PyMix - The Python mixture package - a tool for clustering of heterogeneous biological data

BACKGROUND: Cluster analysis is an important technique for the exploratory analysis of biological data. Such data is often high-dimensional, inherently noisy and contains outliers. This makes clustering challenging. Mixtures are versatile and powerful statistical models which perform robustly for cl...

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Bibliographic Details
Main Authors: Georgi, Benjamin, Costa, Ivan Gesteira, Schliep, Alexander
Format: Artigo
Language:Inglês
Published: BioMed Central 2010
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC2823712/
https://ncbi.nlm.nih.gov/pubmed/20053276
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-11-9
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