基于CUDA的k-means算法并行化研究 (Study on Parallel K-means Algorithm Based on CUDA).
Duanyang LiuJiangfan ZhengGuojiang ShenZhi LiuPublished in: 计算机科学 (2018)
Keyphrases
- k means
- parallel implementation
- clustering method
- expectation maximization
- clustering algorithm
- data clustering
- cost function
- cluster analysis
- experimental study
- preprocessing
- simulated annealing
- fuzzy k means
- self organizing maps
- gpu implementation
- computational complexity
- hierarchical clustering
- spectral clustering
- learning algorithm
- parallel computation
- fuzzy c means
- rough k means
- initial cluster centers
- times faster
- experimental evaluation
- dynamic programming
- document clustering
- matching algorithm
- optimization algorithm
- high accuracy
- general purpose
- cluster centers
- unsupervised clustering
- gpu accelerated
- simulation study
- computational cost
- fuzzy clustering algorithm
- np hard
- search space