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Improving the Performance of Text Categorization Models used for the Selection of High Quality Articles

OBJECTIVES: Machine learning systems can considerably reduce the time and effort needed by experts to perform new systematic reviews (SRs). This study investigates categorization models, which are trained on a combination of included and commonly excluded articles, which can improve performance by i...

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Detalhes bibliográficos
Main Authors: Kim, Seunghee, Choi, Jinwook
Formato: Artigo
Idioma:Inglês
Publicado em: Korean Society of Medical Informatics 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3324751/
https://ncbi.nlm.nih.gov/pubmed/22509470
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4258/hir.2012.18.1.18
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