Label Information Guided Graph Construction for Semi-Supervised Learning.
Liansheng ZhuangZihan ZhouShenghua GaoJingwen YinZhouchen LinYi MaPublished in: IEEE Trans. Image Process. (2017)
Keyphrases
- semi supervised learning
- graph construction
- label information
- semi supervised
- unlabeled data
- labeled data
- label propagation
- graph based semi supervised learning
- labeled examples
- semi supervised classification
- training data
- active learning
- transfer learning
- supervised learning
- unsupervised learning
- pairwise
- partially labeled
- dimensionality reduction
- semi supervised learning methods
- co training
- multi view
- machine learning
- class labels
- neural network
- labeled and unlabeled data
- multi label classification
- metric learning
- text classification
- high dimensional
- subspace learning
- pairwise constraints
- pattern recognition
- object recognition
- target domain
- learning tasks
- clustering algorithm
- unlabeled samples
- classification accuracy
- prior knowledge