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支持向量机的文档分类-生物医学工具

a tool for biomedical-documents classification using support vector machines

作者:Joao OliveiraDaniel CorreiaCarlos PereiraPaula VerissimoAntonio Dourado 加工时间:2014-07-29 信息来源:科技报告(Other) 索取原文[10 页]
关键词:文本挖掘;网络平台;支持向量机;本体;医药制造
摘 要:This paper presents a web tool for text mining of biomedical literature using clustering and support vector machines. The study is specific to the domain of Peptidases, based on curated literature. It has been evaluated the use of ontologies in the text mining and feature selection process, and the preliminary results show that the classifier performance may be improved along with a reduction of the number of features.
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