Network traffic classification using subspace clustering techniques

• 1. 网络流量分类处理方法及网络流量分类处理装置 [P] . 中国专利： CN101119321B . 2010.11.03
• 2. 网络流量分类处理方法及网络流量分类处理装置 [P] . 中国专利： CN101119321A . 2008-02-06
• 3. Techniques for detection of multi-dimensional clusters in arbitrary subspaces of high-dimensional data [P] . 美国专利： US2008021897A1 . 2008-01-24

  机译： 高维数据任意子空间中多维簇的检测技术

• 4. Classification techniques for encrypted network traffic [P] . 美国专利： US7957319B2 . 2011-06-07

  机译： 加密网络流量的分类技术

• 5. Classification Techniques for Encrypted Network Traffic [P] . 美国专利： US2010284300A1 . 2010-11-11

  机译： 加密网络流量的分类技术

• 1. Research on internet traffic classification techniques using supervised machine learning [J] . Li Jun, Zhang Shunyi, Wang Pan, 高技术通讯（英文版） . 2009,第004期
• 2. Implementation of Distance Based Semi Supervised Clustering and Probabilistic Assignment Technique for Network Traffic Classification [J] . Vinod Mahajan, Bhupendra Verma International Journal of Engineering Research and Applications . 2012,第2期
• 3. Clustering-based classification of road traffic accidents using hierarchical clustering and artificial neural networks [J] . Taamneh Madhar, Taamneh Salah, Alkheder Sharaf International Journal of Injury Control and Safety Promotion . 2017,第3期
• 4. Comparison of Feature Reduction Techniques for the Binominal Classification of Network Traffic [J] . Adel Ammar Journal of Data Analysis and Information Processing . 2015,第2期
• 5. An approach for classification of network traffic on semi-supervised data using clustering techniques [C] . Shukla Dheeraj Basant, Chandel Gajendra Singh Nirma University International Conference on Engineering . 2013
• 6. Advanced neural network clustering techniques for liquid crystal texture classification. [D] . Karaszi, Zoltan. 2013
• 7. A Comparative Study of Traffic Classification Techniques for Smart City Networks [O] . Razan M. AlZoman, Mohammed J. F. Alenazi 2021
• 8. Comparative analysis of clustering techniques in network traffic faults classification [O] . Adda Mo, Qader Karwan, Al-Kasassbeh Mouhammd 2017

• 1. Comparison of Feature Reduction Techniques for the Binominal Classification of Network Traffic [J] . Adel Ammar . 数据分析和信息处理（英文） . 2015,第2期
• 2. Traffic Matrix Estimation for IP-over-WDM Networks via Optical Bypass Techniques [J] . Laisen Nie ,Dingde Jiang ,Lei Guo . 中国通信 . 2016,第007期
• 3. Classification of Object Tracking Techniques in Wireless Sensor Networks [J] . Mohsin Fayyaz . 无线传感网络（英文） . 2011,第4期
• 4. Dynamic Clustering with Relay Nodes (DCRN): A Clustering Technique to Maximize Stability in Wireless Sensor Networks with Relay Nodes [J] . A. B. M. Alim Al Islam ,Mohammad Sajjad Hossain ,Vijay Raghunathan . 通讯、网络与系统学国际期刊（英文） . 2012,第6期
• 5. 基于SSA-DBSCAN算法的网络流量分类技术 [C] . ZHOU Ya ,周雅 ,ZOU Yuanyuan . 2016全国第十六届微波集成电路与移动通信学术年会 . 2016
• 6. 基于支持向量机的网络流量分类技术研究基于支持向量机的网络流量分类技术研究 [A] . 吴思远 . 2019