High-dimensional semi-supervised learning via a fusion-refinement procedure.
Zhikun LeiRenfu LiXuelei Sherry NiXiaoming HuoPublished in: Signal Process. (2015)
Keyphrases
- semi supervised learning
- high dimensional
- semi supervised
- unlabeled data
- labeled data
- semi supervised classification
- supervised learning
- manifold regularization
- co training
- unsupervised learning
- machine learning
- low dimensional
- training data
- semi supervised learning algorithms
- dimension reduction
- active learning
- graph based semi supervised learning
- improve the classification accuracy
- data points
- learning models
- label propagation
- feature space
- dimensionality reduction
- transfer learning
- metric learning
- domain adaptation
- labeled and unlabeled data
- semi supervised learning methods
- high dimensional data
- pattern recognition
- knowledge discovery
- multi view
- text classification
- data mining