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UNSUPERVISED FEATURE CONSTRUCTION AND KNOWLEDGE EXTRACTION FROM GENOME-WIDE ASSAYS OF BREAST CANCER WITH DENOISING AUTOENCODERS

Big data bring new opportunities for methods that efficiently summarize and automatically extract knowledge from such compendia. While both supervised learning algorithms and unsupervised clustering algorithms have been successfully applied to biological data, they are either dependent on known biol...

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Detalhes bibliográficos
Publicado no:Pac Symp Biocomput
Main Authors: TAN, JIE, UNG, MATTHEW, CHENG, CHAO, GREENE, CASEY S
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4299935/
https://ncbi.nlm.nih.gov/pubmed/25592575
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