Enlarging drug dictionary with semi-supervised learning for Drug Entity Recognition.
Donghuo ZengChengjie SunLei LinBingquan LiuPublished in: BIBM (2016)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- supervised learning
- machine learning
- semi supervised classification
- training data
- improve the classification accuracy
- learning problems
- manifold regularization
- active learning
- labeled examples
- graph based semi supervised learning
- learning models
- regularization framework
- co training
- metric learning
- learning algorithm
- label propagation
- semi supervised learning algorithms
- semi supervised learning methods
- domain adaptation
- graph construction
- data sets
- pairwise
- feature selection
- graph transduction