Predicting Academic Performance via Semi-supervised Learning with Constructed Campus Social Network.
Huaxiu YaoMin NieHan SuHu XiaDefu LianPublished in: DASFAA (2) (2017)
Keyphrases
- semi supervised learning
- social networks
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- unsupervised learning
- training data
- machine learning
- co training
- graph based semi supervised learning
- semi supervised learning algorithms
- manifold regularization
- social network analysis
- label propagation
- active learning
- semi supervised learning methods
- graph construction
- transfer learning
- computer vision
- learning models
- domain adaptation
- labeled and unlabeled data
- link prediction
- maximum likelihood
- multi view
- dimensionality reduction
- e learning