A scalable approach to spectral clustering with SDD solvers.
Nguyen Lu Dang KhoaSanjay ChawlaPublished in: J. Intell. Inf. Syst. (2015)
Keyphrases
- spectral clustering
- data clustering
- clustering method
- k means
- clustering algorithm
- pairwise
- affinity matrix
- constrained spectral clustering
- graph laplacian
- pairwise constraints
- evolutionary clustering
- spectral methods
- negative matrix factorization
- image segmentation
- similarity matrix
- alternative clusterings
- graph partitioning
- eigendecomposition
- data analysis
- constrained clustering
- label propagation
- normalized cut
- clustering quality
- nonnegative matrix factorization
- feature extraction
- co occurrence
- computer vision