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《Computer & Digital Engineering》 2011-04
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Research and Improvement on Spam Filtering Based on the Bayesian Classifier

Yang Xiaolan Qian Cheng(College of Information Engineering,Zhongnan Branch Wuhan University of Science and Technology,Wuhan 430223)  
An improved technique based on Bayesian classification system spam filter structure is introduced.The whole design and implementation of the system are completed.An improved e-mail information gain method,select the number of samples for comparative analysis of the improved performance of Bayesian classifier.
【CateGory Index】: TP393.098
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【Citations】
Chinese Journal Full-text Database 2 Hits
1 Zhao Xiaoming Zheng Shaoren (Institute of Communications Engineering, Science and Technology University of P.L.A, Nanjing 210016, China);Analysis and Design of Electronic Mail Filter System[J];Journal of Southeast Univwrsity(Natural Science Edition);2001-05
2 TAN Han-song,YANG Sheng (School of Information Science and Engineering,Central South University,Changsha 410083,China);Investigation and Realization of a New Method of E-Mail Filtering[J];Microcomputer Development;2005-05
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 HU Xi-heng (Anshan Normal University,Anshan Liaoning 114007,China);Research and Design of Spam Filtering System Model[J];Journal of Anshan Normal University;2009-02
2 LAN Ya,WU Yu,WANG Guo-yin,DONG Bei(College of Computer Science and Tecnology,Chongqing University of Posts and Telecommunication,Chongqing 400065,P.R.China);Improved Bayesian mail filtering algorithm based on slipping window[J];Journal of Chongqing University of Posts and Telecommunications(Natural Science);2006-04
3 ZHAN Xu1,WANG Yue-xiu2,XIE Qian-he3(1.Dept.of Electronic and Information Engineering,Sichuan University of Science & Engineering,Zigong 643000,China;2.Shiqi Nam Road area of telecommunications on the 8th floor in Building 16th,Zhongshan 528400,China;3.Chengdu University of Information Technology,Chengdu 610225,China);Research of email virus and filtering system[J];Journal of Chengdu University of Information Technology;2009-01
4 XIE Lei-tao1,HOU Song-li2 (1.Department of Information Technology of China Construction Bank Henan Branch,Zhengzhou 450053,China;2.Henan University of Computer Center,Kaifeng 475000,China);The Technologies and Measures of Anti-spam[J];Computer Knowledge and Technology;2006-17
5 XU Wei(College of Computer Science and Technology of Suzhou University in Suzhou, Suzhou 215006,China);Design of Spam E-mail Filter Gateway[J];Computer Knowledge and Technology;2006-35
6 LI Xing-peng, QING Chang-you (Suzhou Polytechnic Instituete of Agriculture, Suzhou 215008, China);The Research & Design on Comprehensive Filtering System of Spam Emails[J];Computer Knowledge and Technology(Academic Exchange);2007-19
7 MOU Xiao-guang1,GONG Li-ning2(1.Library,Qingdao Agricultural University,Qingdao 266109,China;2.Network Center,Qingdao Agricultural University,Qingdao 266109,China);Design of Chinese SMS Spam Filtering System Based on the Naive Bayes[J];Computer Knowledge and Technology;2008-32
8 YE Yan1,LI Pei-guo2(1.Zengcheng College of South China Normal University,Guangzhou,511363,China;2.Department of mathematics,Jinan University,Guangzhou 510632,China);Research on the System of Chinese Spam Filtering Based on Neural Net[J];Computer Knowledge and Technology;2011-08
9 WEI Yan-liang,HOU Li-gang*,REN Li-jun(School of Information and Control Engineering,Liaoning University of Chemical & Technology,Fushun Liaoning 113001,P.R.China);Design of Spam Filtering System[J];Journal of Liaoning University of Petroleum & Chemical Technology;2008-01
10 ZHOU Xin,HAO Zhi-feng,CAI Rui-chu,WEN Wen(Faulty of Computer,Guangdong University of Technology,Guangzhou Guangdong 510006,China);Text Clustering with Noise and It's Application in Anti-spam Systems[J];Journal of Guangxi Normal University(Natural Science Edition);2011-02
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1 DiaoYufeng,LinHongfei Information Retrieval Laboratory,Dalian University of Technology,Dalian 116024;LDA-Based Opinion Spam Discovering[A];[C];2010
2 ;Design and Realization of Bayes Classifier Based on Character Database of E-Mail[A];[C];2004
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【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 Zhao Xiaoming Zheng Shaoren (Institute of Communications Engineering, Science and Technology University of P.L.A, Nanjing 210016, China);Analysis and Design of Electronic Mail Filter System[J];Journal of Southeast Univwrsity(Natural Science Edition);2001-05
2 LI Jingmei,SUN Lihua,ZHANG Qiaorong,ZHANG Chunsheng(School of Computer Science and Technology, Harbin Engineering University, Harbin 150001,China);Application of native Bayes classifier to text classification[J];Journal of Harbin Engineering University;2003-01
3 ZHU Huayu,SUN Zhengxing,ZHANG Fuyan (State Key Laboratory for Novel Software Technology, Nanjing University;Department of Computer Science and Technology, Nanjing University, Nanjing 210093);An Automatic Chinese-Text Classifier Based on Vector Space Model[J];Computer Engineering;2001-02
4 GONG Xiu Jun LIU Shao Hui SHI Zhong Zhi (Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100080);An Incremental Bayes Classification Model[J];Chinese Journal of Computers;2002-06
5 LIU Gui quan CHEN Xiao ping ZHANG Bo ZHAO Lei (Department of Computer Science and Technology,University of Science and Technology of China Hefei 230027);REALIZATION OF AGENT-BASED E-mail AUTOMATIC HANDLING SYSTEMS[J];Mini-micro Systems;2000-11
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