All-paths graph kernel for protein-protein interaction extraction with evaluation of cross-corpus learning

BACKGROUND: Automated extraction of protein-protein interactions (PPI) is an important and widely studied task in biomedical text mining. We propose a graph kernel based approach for this task. In contrast to earlier approaches to PPI extraction, the introduced all-paths graph kernel has the capabil...

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Detalles Bibliográficos
Autores principales: Airola, Antti, Pyysalo, Sampo, Björne, Jari, Pahikkala, Tapio, Ginter, Filip, Salakoski, Tapio
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2008
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2586751/
https://www.ncbi.nlm.nih.gov/pubmed/19025688
http://dx.doi.org/10.1186/1471-2105-9-S11-S2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2586751/
https://www.ncbi.nlm.nih.gov/pubmed/19025688
http://dx.doi.org/10.1186/1471-2105-9-S11-S2

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