Parallelization of the k-means Algorithm in a Spectral Clustering Chain on CPU-GPU Platforms.
Guanlin HeStéphane VialleMarc BaboulinPublished in: Euro-Par Workshops (2020)
Keyphrases
- k means
- spectral clustering
- clustering method
- data clustering
- clustering algorithm
- expectation maximization
- clustering quality
- similarity matrix
- objective function
- learning algorithm
- unsupervised clustering
- negative matrix factorization
- cluster analysis
- clustering result
- high dimensional
- similarity measure
- parallel implementation
- spectral methods
- gpu implementation