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《Journal of Hubei Automotive Industries Institute》 2009-01
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Application of SMO Algorithm in Spam Filtering System

Yang Lihua,Li Baolin(School of Economics and Management,Hubei Automotive Industries Institute,Shiyan 442002,China)  
To overcome the speed shortcomings of traditional support vector machine algorithm in processing large dataset,sequential minimum optimized algorithm for spam filtering is proposed.The result shows the model is faster on training time and better on filtering spam.
【CateGory Index】: TP393.098
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Chinese Journal Full-text Database 5 Hits
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Chinese Journal Full-text Database 7 Hits
1 He Jianbing1 He Qing2 Shi Zhongzhi2 1(College of Software Engineering,Graduate School of The Chinese Academy of Sciences,Beijing 100049) 2(The Key Laboratory of Intelligent Information Processing,Institute of Computing Technology, Chinese Academy of Sciences,Beijing 100080);Research of Multi-layer Text Categorization Method Based on SMO[J];Computer Engineering and Applications;2006-13
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