Network traffic classification based on ensemble learning and co-training.
Haitao HeXiaonan LuoFeiTeng MaChunhui CheJianmin WangPublished in: Sci. China Ser. F Inf. Sci. (2009)
Keyphrases
- co training
- network traffic
- ensemble learning
- unlabeled data
- generalization ability
- semi supervised learning
- semi supervised
- text classification
- labeled data
- supervised learning
- intrusion detection
- multi view
- anomaly detection
- class labels
- feature selection
- single view
- ensemble methods
- learning algorithm
- active learning
- intrusion detection system
- training set
- classification accuracy
- pattern recognition
- decision trees
- training examples
- text categorization
- named entities
- training data
- support vector
- support vector machine svm
- unsupervised learning
- feature extraction
- benchmark datasets
- computer vision
- neural network
- bayesian networks
- classification algorithm
- regression model
- data points
- learning process
- model selection