Local search approach for the pairwise constrained clustering problem.
Tran Khanh HiepNguyen Minh DucBui Quoc TrungPublished in: SoICT (2016)
Keyphrases
- constrained clustering
- pairwise
- pairwise constraints
- semi supervised
- spectral clustering
- constrained spectral clustering
- duplicate detection
- clustering method
- clustering algorithm
- search algorithm
- hierarchical clustering
- loss function
- instance level constraints
- multi class
- similarity measure
- labeled data
- semi supervised clustering
- search space
- optimal solution
- constraint satisfaction
- data clustering
- k means
- distance metric
- document clustering
- metric learning
- pair wise constraints
- unlabeled data
- active learning
- image segmentation