Automated Traffic Classification and Application Identification using Machine Learning.
Sebastian ZanderThuy T. T. NguyenGrenville J. ArmitagePublished in: LCN (2005)
Keyphrases
- machine learning
- pattern recognition
- automated classification
- decision trees
- machine learning methods
- feature selection
- automatic classification
- classification scheme
- support vector machine
- machine learning algorithms
- support vector machine svm
- classification method
- classification algorithm
- text classification
- image classification
- data mining
- semi supervised learning
- real time
- natural language processing
- benchmark datasets
- information extraction
- classification accuracy
- supervised machine learning
- rule learning
- semi automated
- classification systems
- supervised classification
- network traffic
- artificial intelligence
- training data
- traffic flow
- inductive learning
- kernel methods
- data analysis
- unsupervised learning