Improving semi-supervised learning through optimum connectivity.
Willian Paraguassu AmorimAlexandre X. FalcãoJoão P. PapaMarcelo Henriques de CarvalhoPublished in: Pattern Recognit. (2016)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- machine learning
- unsupervised learning
- semi supervised classification
- supervised learning
- co training
- training data
- learning problems
- graph based semi supervised learning
- manifold regularization
- label propagation
- active learning
- labeled examples
- labeled and unlabeled data
- semi supervised learning algorithms
- regularization framework
- improve the classification accuracy
- transfer learning
- low rank
- learning models
- training set
- multi view learning
- pattern recognition