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Predicting protein functions using incomplete hierarchical labels

BACKGROUND: Protein function prediction is to assign biological or biochemical functions to proteins, and it is a challenging computational problem characterized by several factors: (1) the number of function labels (annotations) is large; (2) a protein may be associated with multiple labels; (3) th...

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Pubblicato in:BMC Bioinformatics
Autori principali: Yu, Guoxian, Zhu, Hailong, Domeniconi, Carlotta
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2015
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC4384381/
https://ncbi.nlm.nih.gov/pubmed/25591917
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-014-0430-y
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