An SVM-based machine learning method for accurate internet traffic classification.
Ruixi YuanZhu LiXiaohong GuanLi XuPublished in: Inf. Syst. Frontiers (2010)
Keyphrases
- support vector machine
- machine learning
- support vector machine svm
- classification method
- machine learning methods
- classification accuracy
- high accuracy
- classification scheme
- pattern recognition
- training samples
- unsupervised learning
- preprocessing
- decision trees
- pattern classification
- accurate classification
- classification algorithm
- cross validation
- highly accurate
- supervised learning
- computationally efficient
- feature vectors
- similarity measure
- databases
- pairwise
- feature extraction
- statistical methods
- feature selection
- learning algorithm
- data mining
- neural network