林平, 余循宜, 刘芳, 等. 基于流统计特性的网络流量分类算法[J]. 北京邮电大学学报, 2008, 31(2): 15-19. Lin Ping, Yu Xunyi, Liu Fang, et al. A network traffic classification algorithm based on flow statistical characteristics[J]. Journal of Beijing University of Posts and Telecommunications, 2008, 31(2): 15-19.
[2]
He Haitao, Luo Xiaonan, Ma Feiteng, et al. Network traffic classification based on ensemble learning and co-training[J]. Science in China Series F: Information Sciences, 2009, 52(2): 340-341.
[3]
Li Ming, Zhou Zhihua. Improve computer-aided diagnosis with machine learning techniques using undiagnosed samples[J]. IEEE Transactions on System, 2007, 19(11): 1479-1493.
[4]
Li Xiang, Qi Feng, Xu Dan, et al. An Internet traffic classification method based on semi-supervised support vector machine[C]//Proceedings of IEEE International Conference on Communications, Cape Town. South Africa: IEEE Press, 2011: 1-5.
[5]
Breiman L. Bagging predictors[J]. Machine Learning, 1996, 24(2): 123-140.
[6]
Zhou Zhihua, Li Ming. Tri-training: exploiting unlabeled data using three classifiers[J]. IEEE Transactions on Knowledge and Data Engineering, 2005, 17(11): 1530-1531.
[7]
Li Wei, Cannini M, Moore A W, et al. Efficient application identification and the temporal and spatial stability of classification schema[J]. Computer Networks, 2009, 53(6): 790-809.