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Multi-level machine learning prediction of protein–protein interactions in Saccharomyces cerevisiae

Accurate identification of protein–protein interactions (PPI) is the key step in understanding proteins’ biological functions, which are typically context-dependent. Many existing PPI predictors rely on aggregated features from protein sequences, however only a few methods exploit local information...

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Detalles Bibliográficos
Autores principales: Zubek, Julian, Tatjewski, Marcin, Boniecki, Adam, Mnich, Maciej, Basu, Subhadip, Plewczynski, Dariusz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4493684/
https://www.ncbi.nlm.nih.gov/pubmed/26157620
http://dx.doi.org/10.7717/peerj.1041