Large Scale Spectral Clustering Using Resistance Distance and Spielman-Teng Solvers.
Nguyen Lu Dang KhoaSanjay ChawlaPublished in: Discovery Science (2012)
Keyphrases
- spectral clustering
- pairwise
- data clustering
- clustering method
- image segmentation
- k means
- clustering algorithm
- distance measure
- distance function
- evolutionary clustering
- eigendecomposition
- normalized cut
- similarity matrix
- affinity matrix
- constrained spectral clustering
- graph partitioning
- graph laplacian
- spectral methods
- euclidean distance
- pairwise constraints
- low rank approximation
- real world
- distance metric
- alternative clusterings