Network Traffic Prediction Based on LSSVM Optimized by PSO.
Yi YangYanhua ChenCaihong LiXiangquan GuiLian LiPublished in: UIC/ATC/ScalCom (2014)
Keyphrases
- network traffic
- least squares support vector machine
- ls svm
- prediction model
- intrusion detection
- anomaly detection
- least squares
- particle swarm optimization
- intrusion detection system
- bp neural network
- prediction accuracy
- support vector machine
- network intrusion detection
- improved algorithm
- variable selection
- cross validation
- pattern recognition
- data sets
- long range dependence
- input variables
- radial basis function
- markov random field
- support vector
- neural network