OASIS: Online Active Semi-Supervised Learning.
Andrew B. GoldbergXiaojin ZhuAlex FurgerJun-Ming XuPublished in: AAAI (2011)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- semi supervised classification
- machine learning
- learning problems
- unsupervised learning
- supervised learning
- active learning
- training data
- labeled examples
- label propagation
- improve the classification accuracy
- semi supervised learning algorithms
- graph based semi supervised learning
- transfer learning
- manifold regularization
- learning models
- co training
- knowledge discovery
- semi supervised learning methods
- domain adaptation
- data sets
- regularization framework
- decision trees
- pairwise
- opinion detection