An Empirical Investigation of Filter Attribute Selection Techniques for High-Speed Network Traffic Flow Classification.
Jie YangJing MaGang ChengYixuan WangLun YuanChao DongPublished in: Wirel. Pers. Commun. (2012)
Keyphrases
- attribute selection
- traffic flow
- decision trees
- classification models
- decision tree induction
- road traffic
- cellular automata
- information gain
- intelligent transport systems
- support vector
- classification accuracy
- traffic data
- feature selection
- text classification
- feature space
- traffic flows
- unsupervised learning
- classification algorithm
- cross validation
- support vector machine svm
- neural network
- model selection
- supervised learning
- feature vectors
- moving objects
- multi agent systems
- case study
- machine learning