Self-Taught Spectral Clustering via Constraint Augmentation.
Xiang WangJun WangBuyue QianFei WangIan DavidsonPublished in: SDM (2014)
Keyphrases
- spectral clustering
- pairwise constraints
- clustering method
- data clustering
- pairwise
- similarity matrix
- k means
- constrained spectral clustering
- clustering algorithm
- graph partitioning
- graph laplacian
- image segmentation
- evolutionary clustering
- alternative clusterings
- normalized cut
- eigendecomposition
- affinity matrix
- spectral methods
- clustering quality
- label propagation
- negative matrix factorization
- data mining
- constrained clustering
- graph clustering
- learning algorithm
- laplacian matrix