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A Novel Sample Selection Strategy for Imbalanced Data of Biomedical Event Extraction with Joint Scoring Mechanism

Biomedical event extraction is an important and difficult task in bioinformatics. With the rapid growth of biomedical literature, the extraction of complex events from unstructured text has attracted more attention. However, the annotated biomedical corpus is highly imbalanced, which affects the per...

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Detalles Bibliográficos
Autores principales: Lu, Yang, Ma, Xiaolei, Lu, Yinan, Zhou, Yuxin, Pei, Zhili
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5206857/
https://www.ncbi.nlm.nih.gov/pubmed/28096894
http://dx.doi.org/10.1155/2016/7536494