Fuzzy-rough set based semi-supervised learning.
Neil Mac ParthaláinRichard JensenPublished in: FUZZ-IEEE (2011)
Keyphrases
- semi supervised learning
- semi supervised
- labeled data
- unlabeled data
- supervised learning
- machine learning
- label propagation
- semi supervised classification
- unsupervised learning
- manifold regularization
- active learning
- learning problems
- learning models
- training data
- labeled examples
- co training
- rough sets
- transfer learning
- text classification
- improve the classification accuracy
- graph based semi supervised learning
- rough set theory
- labeled and unlabeled data
- regularization framework
- transductive support vector machine
- metric learning
- graph construction
- unlabeled samples
- pattern recognition