Concurrent Semi-supervised Learning of Data Streams.
Hai-Long NguyenWee Keong NgYew-Kwong WoonDuc H. TranPublished in: DaWaK (2011)
Keyphrases
- semi supervised learning
- data streams
- semi supervised
- unlabeled data
- sliding window
- labeled data
- unsupervised learning
- machine learning
- co training
- supervised learning
- concept drift
- semi supervised classification
- data distribution
- active learning
- label propagation
- training data
- semi supervised learning algorithms
- labeled and unlabeled data
- graph based semi supervised learning
- labeled examples
- metric learning
- learning models
- multi view
- graph construction
- data mining
- data sets
- pairwise
- reinforcement learning
- regularization framework
- improve the classification accuracy