Combining Smooth Graphs with Semi-supervised Learning.
Liang LiuWeijun ChenJianmin WangPublished in: APWeb/WAIM (2007)
Keyphrases
- semi supervised learning
- graph construction
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- machine learning
- supervised learning
- active learning
- manifold regularization
- co training
- regularization framework
- semi supervised classification
- training data
- label propagation
- improve the classification accuracy
- graph based semi supervised learning
- transfer learning
- learning models
- pairwise
- labeled and unlabeled data
- text classification
- pattern recognition
- information extraction
- semi supervised clustering
- data sets
- dimensionality reduction