A statistical-feature-based approach to internet traffic classification using Machine Learning.
Shijun HuangKai ChenChao LiuAlei LiangHaibing GuanPublished in: ICUMT (2009)
Keyphrases
- machine learning
- internet traffic
- pattern recognition
- machine learning methods
- support vector machine
- text classification
- feature selection
- feature vectors
- machine learning algorithms
- feature set
- decision trees
- statistical methods
- supervised machine learning
- supervised learning
- discriminative features
- machine learning approaches
- support vector
- support vector machine svm
- image classification
- classification method
- classification algorithm
- classification accuracy
- data analysis
- network traffic
- feature ranking
- traffic analysis
- data mining
- active learning
- training set
- semi supervised learning
- statistical analysis
- unsupervised learning
- feature values
- dimensionality reduction
- text mining
- feature extraction