On-line SVM traffic classification.
Alice EsteFrancesco GringoliLuca SalgarelliPublished in: IWCMC (2011)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification method
- classification algorithm
- svm classifier
- feature selection
- svm classification
- feature vectors
- improves the classification accuracy
- training set
- machine learning
- knn
- indoor outdoor
- pattern recognition
- feature extraction
- feature space
- decision trees
- decision boundary
- generalization ability
- pattern classification
- multi class
- classification accuracy
- partially supervised
- rule based classifier
- text classification
- image classification
- support vector machine classifiers
- high classification accuracy
- fuzzy support vector machine
- multiclass support vector machines
- machine learning algorithms
- kernel function
- feature set
- multiple kernel learning
- class imbalance
- structured output
- training process
- classification models
- multi class svm
- hyperplane
- training samples
- supervised learning