Semi-supervised learning in nonstationary environments.
Gregory DitzlerRobi PolikarPublished in: IJCNN (2011)
Keyphrases
- semi supervised learning
- non stationary
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- active learning
- unsupervised learning
- semi supervised classification
- machine learning
- learning problems
- manifold regularization
- graph based semi supervised learning
- training data
- real world
- labeled and unlabeled data
- co training
- label propagation
- concept drift
- graph construction
- semi supervised learning algorithms
- semi supervised learning methods
- learning models
- domain adaptation
- data sets
- opinion detection
- improve the classification accuracy
- transfer learning
- data points
- training set
- multiscale