Offline/realtime traffic classification using semi-supervised learning.
Jeffrey ErmanAnirban MahantiMartin F. ArlittIra CohenCarey L. WilliamsonPublished in: Perform. Evaluation (2007)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised classification
- improve the classification accuracy
- semi supervised
- unlabeled data
- co training
- unsupervised learning
- uci datasets
- semi supervised learning algorithms
- machine learning
- labeled and unlabeled data
- labeled data
- transductive support vector machine
- unlabeled samples
- supervised learning algorithms
- learning models
- active learning
- training data
- class labels
- text classification
- classification accuracy
- manifold regularization
- graph based semi supervised learning
- supervised classification
- labeled examples
- instance selection
- label propagation
- text categorization
- machine learning algorithms
- incremental learning
- training samples
- decision trees
- pattern recognition
- feature selection
- support vector
- feature space
- training set
- support vector machine
- metric learning
- learning tasks
- transfer learning