COBRAS: Fast, Iterative, Active Clustering with Pairwise Constraints.
Toon van CraenendonckSebastijan DumancicElia Van WolputteHendrik BlockeelPublished in: CoRR (2018)
Keyphrases
- pairwise constraints
- semi supervised clustering
- semi supervised
- spectral clustering
- pairwise
- document clustering
- constrained clustering
- unsupervised clustering
- clustering approaches
- distance metric
- labeled data
- clustering algorithm
- data representation
- loss function
- clustering method
- decision boundary
- unlabeled data
- semi supervised learning
- k means
- instance level constraints
- metric learning
- hierarchical clustering
- data clustering
- document collections
- reinforcement learning
- nonnegative matrix factorization
- unsupervised learning
- high dimensional