Fast Scalable k-means++ Algorithm with MapReduce.
Yujie XuWenyu QuZhiyang LiChangqing JiYuanyuan LiYinan WuPublished in: ICA3PP (2) (2014)
Keyphrases
- k means
- improved algorithm
- preprocessing
- expectation maximization
- detection algorithm
- dynamic programming
- matching algorithm
- computational complexity
- linear programming
- clustering method
- times faster
- hierarchical clustering
- single pass
- memory efficient
- computationally efficient
- fuzzy k means
- neural network
- probabilistic model
- computational cost
- experimental evaluation
- search space
- bayesian networks
- learning algorithm
- worst case
- data structure
- objective function
- convergence rate
- clustering algorithm
- unsupervised clustering
- data sets