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- Title
Research on Network Traffic Identification Based on Multi Layer Perceptron.
- Authors
Dingding Zhou; Wei Liu; Wengang Zhou; Shi Dong
- Abstract
In recent years, many machine learning methods have been used in network traffic identification. In order to improve the accuracy and solve some problems of network traffic identification, this paper presents a multi layer perceptron neural network-based method for network traffic identification, and parameters of multi-layer perceptron neural network are analyzed. Experimental results show that this method can effectively solve some problems, and can improve the classification correctness.
- Subjects
MACHINE learning; MULTILAYER perceptrons; ARTIFICIAL neural networks; BANDWIDTH research; TELECOMMUNICATION traffic
- Publication
Telkomnika, 2014, Vol 12, Issue 1, p201
- ISSN
1693-6930
- Publication type
Article
- DOI
10.12928/TELKOMNIKA.v12i1.1051