The Internet Traffic Classification an Online SVM Approach.
Yuhai LiuHongbo LiuHong-Yu ZhangXin LuanPublished in: ICOIN (2008)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- internet traffic
- classification method
- svm classifier
- svm classification
- generalization ability
- improves the classification accuracy
- feature vectors
- machine learning
- feature space
- feature extraction
- pattern recognition
- text classification
- classification algorithm
- feature selection
- class labels
- multi class
- image classification
- multi class classification
- classification accuracy
- high classification accuracy
- decision boundary
- support vector machine classifiers
- fuzzy support vector machine
- unsupervised learning
- network traffic
- knn
- training set
- decision trees
- kernel function
- training samples
- training data
- multimedia
- information systems