Accelerating spectral clustering with partial supervision.
Dimitrios MavroeidisPublished in: Data Min. Knowl. Discov. (2010)
Keyphrases
- low dimensional
- spectral clustering
- high dimensional
- clustering method
- data clustering
- pairwise
- similarity matrix
- image segmentation
- nonnegative matrix factorization
- k means
- affinity matrix
- spectral methods
- clustering algorithm
- graph laplacian
- label propagation
- laplacian matrix
- eigendecomposition
- constrained spectral clustering
- normalized cut
- clustering quality
- negative matrix factorization
- image processing
- evolutionary clustering
- alternative clusterings
- pairwise constraints
- graph clustering
- data mining techniques
- probabilistic model
- computer vision