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《Journal of National University of Defense Technology》 2003-06
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Data Reduction in Network Based on the Intrusion Detection System

ZOU Tao,SUN Hong-wei,TIAN Xin-guang,ZHANG Er-yang(College of Electronic Science and Engineering,National Univ. of Defense Technology,Changsha 410073,China)  
NIDSs deal with the problem of data reduction before analyzing the events. Two important measures used in ANIDS are proposed: FSS and new feature construction. A novel algorithm named SRRW is put forward first, which can produce OFS by recognizing all strongly relevant features and restrict them in searching process. A feature construction method is used to get the OFS. The correlations between the original features can be analyzed by factor loading matrix.
【CateGory Index】: TP393.08
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1 ZHANG Bin~1,WANG Tong~1,GU Chuan-gang~1,DAI Zheng-yuan~2(1.Key Laboratory for Power Machinery and Engineering(the Ministry of Education),Shanghai JiaotongUniversity,Shanghai,200240,China;2.Trane's Asia-Pacific Research Center, Shanghai 200001,China);Algorithm of Reducing the Sample Size of Turbulent Experiment Based on Wavelet Analysis[J];Journal of Shanghai Jiaotong University;2008-11
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【Secondary References】
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1 LI Xue-bao(School of Information Science and Technology,Baotou Normal University,Baotou,Inner Mongolia 014030,China);Design of Intrusion Detection System Based on Immune Danger Theory[J];Computer Era;2010-12
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