Graph-Based Active Learning Based on Label Propagation.
Jun LongJianping YinWentao ZhaoEn ZhuPublished in: MDAI (2008)
Keyphrases
- label propagation
- active learning
- semi supervised
- semi supervised learning
- labeled data
- unlabeled data
- transductive learning
- graph based semi supervised learning
- training examples
- class labels
- machine learning
- supervised learning
- learning algorithm
- graph construction
- label information
- unsupervised learning
- training set
- transfer learning
- cost sensitive
- pairwise constraints
- multi label classification
- labeled examples
- constrained spectral clustering
- community detection
- class imbalance
- metric learning
- pairwise
- principal component analysis
- learning environment
- text classification