Semi-supervised Learning for Phenotyping Tasks.
Dmitriy DligachTimothy A. MillerGuergana SavovaPublished in: AMIA (2015)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- semi supervised learning algorithms
- transfer learning
- supervised learning
- unsupervised learning
- semi supervised classification
- active learning
- supervised classifiers
- training data
- co training
- machine learning
- learning models
- manifold regularization
- semi supervised learning methods
- graph based semi supervised learning
- labeled and unlabeled data
- improve the classification accuracy
- data sets
- multi view learning
- opinion detection
- graph construction
- labeled examples
- multi task learning
- metric learning
- learning problems
- feature extraction
- information retrieval