Performance Analysis of Spectral Clustering on Compressed, Incomplete and Inaccurate Measurements
Blake HunterThomas StrohmerPublished in: CoRR (2010)
Keyphrases
- spectral clustering
- pairwise
- data clustering
- image segmentation
- clustering method
- similarity matrix
- constrained spectral clustering
- k means
- alternative clusterings
- evolutionary clustering
- clustering algorithm
- nonnegative matrix factorization
- eigendecomposition
- spectral methods
- graph laplacian
- clustering quality
- label propagation
- graph clustering
- data mining
- missing data
- computer vision
- pairwise constraints
- laplacian matrix