Accelerate K-means Algorithm by Using GPU in the Hadoop Framework.
Huanxin ZhengJunmin WuPublished in: WAIM Workshops (2014)
Keyphrases
- k means
- detection algorithm
- learning algorithm
- expectation maximization
- dynamic programming
- parallel implementation
- data clustering
- computational complexity
- data sets
- cost function
- times faster
- clustering method
- input data
- worst case
- significant improvement
- search space
- preprocessing
- feature selection
- fuzzy c means
- computational cost
- gpu implementation
- matching algorithm
- probabilistic model
- np hard
- evolutionary algorithm
- neural network