[1] Dainotti A,Pescapè A,Claffy K C.Issues and future directions in traffic classification[J].Network,IEEE,2012,26(1):35-40.
[2] Yaguan Q,Chunming W,Qiang Y,et al.Network traffic anomaly detection based on maximum entropy model[J].Chinese Journal of Electronics,2012,21(3):579-582.
[3] Zhang H,Lu G,Qassrawi M T,et al.Feature selection for optimizing traffic classification[J].Computer Communications,2012,35(12):1457-1471.
[4] Moore A,Zuev D,Crogan M.Discriminators for Use in Flow-Based Classification[R].London:Queen Mary and Westfield College,Department of Computer Science,2005.
[5] Jain A,Zongker D.Feature selection:Evaluation,application,and small sample performance[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1997,19(2):153-158.
[6] Hall M A.Correlation-based feature selection for machine learning[D].Waikato,New Zealand:The University of Waikato,1999.
[7] E Rich,K Knight.Artificial Intelligence[M].New York,US: McGraw-Hill,1991.
[8] Sun M,Chen J,Zhang Y,et al.A new method of feature selection for flow classification[J].Physics Procedia,2012,24:1729-1736.
[9] 宁卓,孙知信,龚俭,等.利用流量特征的 GIDS 报文分类优化算法[J].电子学报,2012,40(3):530-537. NING Zhuo,SUN Zhi-xin,GONG Jian,ZHANG Wei-wei.An improved GIDS packet classification algorithm using the characteristic of the traffic[J].Acta Electronica Sinica,2012,40(3):530-537.(in Chinese)
[10] Jamil H A,Zarei R,Fadlelssied N O,et al.Analysis of features selection for P2P traffic detection using support vector machine[A].Information and Communication Technology (ICoICT)[C].Bandung:IEEE,2013.116-121.
[11] Alazab A,Hobbs M,Abawajy J,et al.Using feature selection for intrusion detection system[A].Communications and Information Technologies (ISCIT)[C].Gold Coast,QLD:IEEE,2012.296-301.
[12] Moore A W,Zuev D.Internet traffic classification using bayesian analysis techniques[A].ACM SIGMETRICS Performance Evaluation Review[C].Banff,Alberta,Canada:ACM,2005.50-60.
[13] Zhang Y,Wang H,Cheng S.A method for real-time peer-to-peer traffic classification based on C4.5[A].2010 12th IEEE International Conference on Communication Technology (ICCT)[C].Nanjing:IEEE,2010.1192-1195.
[14] Andrew W Moore.Dataset[OL].http://www.cl.cam.ac.uk/research/srg/netos/nprobe/data/papers/sigmetrics/index.html,2013.8. |