Boosting with pairwise constraints.
Changshui ZhangQutang CaiYangqiu SongPublished in: Neurocomputing (2010)
Keyphrases
- pairwise constraints
- boosting framework
- boosting algorithms
- semi supervised
- loss function
- pairwise
- semi supervised clustering
- spectral clustering
- document clustering
- data representation
- labeled data
- multi class
- cost sensitive
- unlabeled data
- binary classification
- decision boundary
- generalization error
- ensemble methods
- distance metric
- base classifiers
- semi supervised learning
- active learning
- distance function
- data points
- machine learning
- model selection
- feature selection