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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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| Publicado no: | BMC Syst Biol |
|---|---|
| Main Authors: | , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
BioMed Central
2015
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| Assuntos: | |
| Acesso em linha: | 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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