A High Performance Implementation of Spectral Clustering on CPU-GPU Platforms.
Yu JinJoseph F. JáJáPublished in: IPDPS Workshops (2016)
Keyphrases
- spectral clustering
- graphics processing units
- general purpose
- graphics processors
- gpu implementation
- parallel implementation
- pairwise
- clustering method
- k means
- data clustering
- parallel processing
- constrained spectral clustering
- similarity matrix
- parallel computing
- eigendecomposition
- clustering algorithm
- computing systems
- affinity matrix
- image segmentation
- compute unified device architecture
- evolutionary clustering
- laplacian matrix
- graph partitioning
- spectral methods
- graph laplacian
- constrained clustering
- data mining
- machine learning