Using Semi-Supervised Learning for the Creation of Medical Systematic Review: An Exploratory Analysis.
Prem TimsinaJun LiuOmar F. El-GayarYanyan ShangPublished in: HICSS (2016)
Keyphrases
- semi supervised learning
- systematic review
- semi supervised
- unlabeled data
- empirical studies
- labeled data
- machine learning
- semi supervised classification
- supervised learning
- training data
- unsupervised learning
- learning problems
- label propagation
- active learning
- labeled examples
- improve the classification accuracy
- regularization framework
- co training
- graph based semi supervised learning
- learning models
- pairwise
- pattern recognition
- multi view
- unlabeled samples
- training instances
- pairwise constraints
- semi supervised learning methods
- manifold regularization
- prior knowledge
- text classification