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Semi-supervised multi-task learning for predicting interactions between HIV-1 and human proteins

Motivation: Protein–protein interactions (PPIs) are critical for virtually every biological function. Recently, researchers suggested to use supervised learning for the task of classifying pairs of proteins as interacting or not. However, its performance is largely restricted by the availability of...

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Detalles Bibliográficos
Autores principales: Qi, Yanjun, Tastan, Oznur, Carbonell, Jaime G., Klein-Seetharaman, Judith, Weston, Jason
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2935441/
https://www.ncbi.nlm.nih.gov/pubmed/20823334
http://dx.doi.org/10.1093/bioinformatics/btq394