Xiaoling Tao,Yong Wang,Yi Wei,Ye Long. Network Traffic Classification Based on Multi- Classifier Selective Ensemble[J]. Recent Advances in Electrical & Electronic Engineering,2015,8(2):.
The diminished accuracy of port-based and payload-based classification motivates use of transport layer statistics for network traffic classification. A semi-supervised clustering approach based on improved K-Means clustering algorithm is proposed in this paper to partition a training network flows set th...
1)network traffic classification网络流量分类 1.Method of network traffic classification using DBSCAN clustering一种使用DBSCAN聚类的网络流量分类方法 2.A method to realize the P2P network traffic classification based on the SVM is proposed.提出一种基于SVM的P2P网络流量分类的方法。 英文短句/例句 1.Method...
classification technology has become a hot topic in recent years. In this paper, a method of network traffic classification based on deep learning is proposed. Compared with the traditional machine learning method, the accuracy of network traffic classification based on deep learning has been improved...
Hierarchical Real-time Network Traffic Classification Based on ECOC Classification of network traffic is basic and essential for manynetwork researches and managements. With the rapid development ofpeer-to-peer (P2P) application using dynamic port disguisingtechniques and encryption to avoid detection, p...
Network Traffic Classification Based On A Deep Learning Approach Using NetFlow Data Long Zhang,Jinsong Wang - 《Computer Journal》 - 2022 - 被引量: 0 Re-architecting Traffic Analysis with Neural Network Interface Cards G....
An improved BP neural network to identify traffic is proposed and MOORE_SET is used as dataset, meanwhile, building NOC_SET dataset based on CERNET(China Education and Research Network). the experiment results show that the accuracy rate of traffic classification based on the improved BP neural ...
Network Traffic Classification Based On A Deep Learning Approach Using NetFlow Data Network traffic classification is of fundamental importance to a wide range of network activities, such as security monitoring, accounting, quality of serv... L Zhang,J Wang - 《Computer Journal》 被引量: 0发表: ...
网络释义 1. 网络流量分类 1引言网络流量分类(Network Traffic Classification)是指在基于TCP/IP协议的互联网(Internet)中,按照网络的应用类型(如FTP、D…www.cnki.com.cn|基于1 个网页© 2024 Microsoft 隐私声明和 Cookie 法律声明 广告 帮助 反馈
Urban traffic flow forecasting through statistical and neural network bagging ensemble hybrid modeling. Neurocomputing, 167:3-7. http://dx.doi.org/10.1016/... Moretti,Fabio,Panzieri,... - 《Neurocomputing》 被引量: 48发表: 2015年 Network traffic classification based on ensemble learning and co...