Semi-supervised learning with local and global consistency.
Jie GuiRong-Xiang HuZhong-Qiu ZhaoWei JiaPublished in: Int. J. Comput. Math. (2014)
Keyphrases
- semi supervised learning
- global consistency
- unlabeled data
- semi supervised
- labeled data
- supervised learning
- path consistency
- machine learning
- semi supervised classification
- training data
- unsupervised learning
- manifold regularization
- consistency checking
- active learning
- learning models
- label propagation
- temporal constraints
- co training
- graph based semi supervised learning
- metric learning
- graph construction
- database
- semi supervised learning algorithms
- semi supervised learning methods
- data analysis
- temporal reasoning
- pairwise