Protein functional properties prediction in sparsely-label PPI networks through regularized non-negative matrix factorization

BACKGROUND: Predicting functional properties of proteins in protein-protein interaction (PPI) networks presents a challenging problem and has important implication in computational biology. Collective classification (CC) that utilizes both attribute features and relational information to jointly cla...

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Detalles Bibliográficos
Publicado en:BMC Syst Biol
Main Authors: Wu, Qingyao, Wang, Zhenyu, Li, Chunshan, Ye, Yunming, Li, Yueping, Sun, Ning
Formato: Artigo
Idioma:Inglês
Publicado: BioMed Central 2015
Assuntos:
Proceedings
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4331684/
https://ncbi.nlm.nih.gov/pubmed/25708164
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1752-0509-9-S1-S9
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