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EnsCat: clustering of categorical data via ensembling

BACKGROUND: Clustering is a widely used collection of unsupervised learning techniques for identifying natural classes within a data set. It is often used in bioinformatics to infer population substructure. Genomic data are often categorical and high dimensional, e.g., long sequences of nucleotides....

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Détails bibliographiques
Publié dans:BMC Bioinformatics
Auteurs principaux: Clarke, Bertrand S., Amiri, Saeid, Clarke, Jennifer L.
Format: Artigo
Langue:Inglês
Publié: BioMed Central 2016
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5025633/
https://ncbi.nlm.nih.gov/pubmed/27634377
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-016-1245-9
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