A Machine Learning Approach for Efficient Traffic Classification.
Wei LiAndrew W. MoorePublished in: MASCOTS (2007)
Keyphrases
- support vector
- machine learning
- supervised learning
- classification accuracy
- classification algorithm
- class labels
- machine learning methods
- computationally expensive
- classification scheme
- feature vectors
- pattern classification
- support vector machine
- classification systems
- supervised classification
- pattern recognition
- text classification
- model selection
- unsupervised learning
- decision trees
- benchmark datasets
- real time
- classification method
- network traffic
- classification process
- traffic flow
- cellular automata
- svm classifier
- machine learning algorithms
- image classification
- nearest neighbor
- wireless sensor networks
- training set
- feature space
- preprocessing
- learning algorithm
- data sets