Towards highly scalable X10 based spectral clustering.
Hidefumi OgataMiyuru DayarathnaToyotaro SuzumuraPublished in: HiPC (2012)
Keyphrases
- spectral clustering
- highly scalable
- pairwise
- data clustering
- clustering method
- clustering algorithm
- image segmentation
- k means
- affinity matrix
- graph laplacian
- eigendecomposition
- similarity matrix
- clustering quality
- alternative clusterings
- evolutionary clustering
- label propagation
- normalized cut
- nonnegative matrix factorization
- negative matrix factorization
- graph partitioning
- probabilistic model
- constrained spectral clustering
- pairwise constraints
- graph clustering
- learning algorithm
- training data