High performance traffic classification based on message size sequence and distribution.
Chun-Nan LuChun-Ying HuangYing-Dar LinYuan-Cheng LaiPublished in: J. Netw. Comput. Appl. (2016)
Keyphrases
- decision trees
- classification accuracy
- classification scheme
- pattern recognition
- uniformly distributed
- automatic classification
- pattern classification
- classification systems
- sequence classification
- probability distribution
- support vector
- feature extraction
- classification process
- density estimation
- machine learning
- classification method
- classification algorithm
- support vector machine svm
- text classification
- image classification
- supervised learning
- computational complexity
- feature selection
- shortest path
- network traffic
- hidden markov models
- training set
- classification models
- feature space
- preprocessing
- spatial distribution
- image sequences
- real time
- small sized