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Combining active learning and semi-supervised learning techniques to extract protein interaction sentences

BACKGROUND: Protein-protein interaction (PPI) extraction has been a focal point of many biomedical research and database curation tools. Both Active Learning and Semi-supervised SVMs have recently been applied to extract PPI automatically. In this paper, we explore combining the AL with the SSL to i...

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Detalles Bibliográficos
Autores principales: Song, Min, Yu, Hwanjo, Han, Wook-Shin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3247085/
https://www.ncbi.nlm.nih.gov/pubmed/22168401
http://dx.doi.org/10.1186/1471-2105-12-S12-S4