Adaptive safety degree-based safe semi-supervised learning.
Nong SangHaitao GanYingle FanWei WuZhi YangPublished in: Int. J. Mach. Learn. Cybern. (2019)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- semi supervised classification
- supervised learning
- unsupervised learning
- machine learning
- manifold regularization
- training data
- co training
- regularization framework
- learning problems
- label propagation
- improve the classification accuracy
- graph based semi supervised learning
- semi supervised learning methods
- semi supervised clustering
- learning models
- labeled and unlabeled data
- labeled examples
- domain adaptation
- multi view
- graph construction
- text classification
- semi supervised learning algorithms
- active learning
- learning environment
- similarity measure