BoostCluster: boosting clustering by pairwise constraints.
Yi LiuRong JinAnil K. JainPublished in: KDD (2007)
Keyphrases
- pairwise constraints
- semi supervised clustering
- semi supervised
- boosting framework
- boosting algorithms
- pairwise
- spectral clustering
- document clustering
- constrained clustering
- clustering approaches
- unsupervised clustering
- data representation
- distance metric
- metric learning
- clustering algorithm
- unlabeled data
- loss function
- clustering method
- semi supervised learning
- labeled data
- k means
- cost sensitive
- multi class
- decision boundary
- image segmentation
- supervised learning
- data points
- feature space
- feature selection
- instance level constraints