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Fuzzy c-means clustering with prior biological knowledge

We propose a novel semi-supervised clustering method called GO Fuzzy c-means, which enables the simultaneous use of biological knowledge and gene expression data in a probabilistic clustering algorithm. Our method is based on the fuzzy c-means clustering algorithm and utilizes the Gene Ontology anno...

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Detalles Bibliográficos
Main Authors: Tari, Luis, Baral, Chitta, Kim, Seungchan
Formato: Artigo
Idioma:Inglês
Publicado: 2008
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC2673503/
https://ncbi.nlm.nih.gov/pubmed/18595779
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2008.05.009
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