Concurrent Semi-supervised Learning with Active Learning of Data Streams.
Hai-Long NguyenWee Keong NgYew-Kwong WoonPublished in: Trans. Large Scale Data Knowl. Centered Syst. (2013)
Keyphrases
- semi supervised learning
- active learning
- data streams
- semi supervised
- labeled data
- unlabeled data
- supervised learning
- sliding window
- machine learning
- label propagation
- learning problems
- transfer learning
- semi supervised classification
- concept drift
- random sampling
- co training
- unsupervised learning
- graph based semi supervised learning
- manifold regularization
- learning algorithm
- training set
- unlabeled examples
- labeled examples
- data sets
- incremental learning
- multiple instance learning
- sample selection
- decision trees
- semi supervised learning algorithms
- training data
- unlabeled instances
- learning frameworks
- transductive inference
- learning models
- learning tasks
- data distribution
- learning environment
- class labels
- pairwise