k-Means Performance Improvements with Centroid Calculation Heuristics Both for Serial and Parallel Environments.
Jeyhun KarimovA. Murat OzbayogluErdogan DogduPublished in: BigData Congress (2015)
Keyphrases
- k means
- clustering algorithm
- data clustering
- parallel implementation
- cluster analysis
- unsupervised clustering
- shared memory
- fuzzy c means
- text clustering
- clustering method
- heuristic search
- parallel programming
- spectral clustering
- dynamic environments
- expectation maximization
- evolutionary algorithm
- search algorithm
- parallel algorithm
- search strategies
- massively parallel
- computer architecture
- real world
- data sets