Distributed approximate spectral clustering for large-scale datasets.
Mohamed HefeedaFei GaoWael Abd-AlmageedPublished in: HPDC (2012)
Keyphrases
- spectral clustering
- clustering method
- data clustering
- pairwise
- clustering algorithm
- k means
- similarity matrix
- constrained spectral clustering
- spectral methods
- affinity matrix
- graph laplacian
- eigendecomposition
- image segmentation
- evolutionary clustering
- real world
- pairwise constraints
- graph partitioning
- alternative clusterings
- normalized cut
- data sets
- clustering approaches
- clustering quality
- training data