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Contextual weighting for Support Vector Machines in literature mining: an application to gene versus protein name disambiguation

BACKGROUND: The ability to distinguish between genes and proteins is essential for understanding biological text. Support Vector Machines (SVMs) have been proven to be very efficient in general data mining tasks. We explore their capability for the gene versus protein name disambiguation task. RESUL...

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Main Authors: Pahikkala, Tapio, Ginter, Filip, Boberg, Jorma, Järvinen, Jouni, Salakoski, Tapio
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2005
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC1180820/
https://ncbi.nlm.nih.gov/pubmed/15972097
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-6-157
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