Fast Large-Scale Spectral Clustering by Sequential Shrinkage Optimization.
Tie-Yan LiuHuai-Yuan YangXin ZhengTao QinWei-Ying MaPublished in: ECIR (2007)
Keyphrases
- spectral clustering
- pairwise
- data clustering
- clustering method
- affinity matrix
- similarity matrix
- image segmentation
- k means
- clustering algorithm
- constrained spectral clustering
- spectral methods
- eigendecomposition
- graph partitioning
- real world
- normalized cut
- graph laplacian
- pairwise constraints
- negative matrix factorization
- denoising
- spectral analysis
- label propagation
- data analysis
- constrained clustering
- reinforcement learning
- feature extraction
- laplacian matrix