Predicting Drug-Drug Interactions Based on Integrated Similarity and Semi-Supervised Learning.
Cheng YanGuihua DuanYayan ZhangFang-Xiang WuYi PanJianxin WangPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2022)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- machine learning
- semi supervised classification
- label propagation
- graph based semi supervised learning
- co training
- manifold regularization
- labeled and unlabeled data
- active learning
- transfer learning
- semi supervised learning methods
- regularization framework
- training data
- similarity measure
- improve the classification accuracy
- text classification
- euclidean distance
- transductive support vector machine
- learning models
- distance metric
- distance function
- face recognition