Combining K-Means and K-Harmonic with Fish School Search Algorithm for data clustering task on graphics processing units.
Adriane Beatriz de Souza SerapiãoGuilherme S. CorrêaFelipe B. GonçalvesVeronica Oliveira de CarvalhoPublished in: Appl. Soft Comput. (2016)
Keyphrases
- data clustering
- k means
- search algorithm
- graphics processing units
- clustering algorithm
- general purpose
- cluster analysis
- spectral clustering
- unsupervised learning
- rough k means
- parallel processing
- gpu implementation
- clustering ensemble
- self organizing maps
- clustering method
- hierarchical clustering
- parallel implementation
- parallel computing
- constrained clustering
- efficient implementation
- cluster centers
- clustering quality
- high performance computing
- expectation maximization