An Evaluation on Different Graphs for Semi-supervised Learning.
Chun-Guang LiXianbiao QiJun GuoBo XiaoPublished in: IScIDE (2011)
Keyphrases
- semi supervised learning
- semi supervised
- graph construction
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- graph based semi supervised learning
- machine learning
- co training
- semi supervised classification
- label propagation
- semi supervised clustering
- active learning
- semi supervised learning algorithms
- training data
- text classification
- transfer learning
- manifold regularization
- model selection
- multi view
- dimensionality reduction
- labeled and unlabeled data
- regularization framework
- improve the classification accuracy