Blocked Time-Step Algorithm for Accelerating k-Means and Fuzzy c-Means.
Hengjin TangTatsushi MatsubayashiHiroshi SawadaPublished in: SMC (2015)
Keyphrases
- k means
- fuzzy c means
- fuzzy clustering algorithm
- clustering method
- clustering algorithm
- expectation maximization
- unsupervised clustering
- single pass
- data clustering
- cluster analysis
- spectral clustering
- fuzzy clustering algorithms
- fuzzy c means algorithm
- fcm algorithm
- cluster centers
- density function
- fuzzy clustering
- hierarchical clustering
- optimization algorithm
- objective function
- hybrid algorithm
- data mining
- segmentation algorithm
- simulated annealing
- data analysis
- image segmentation
- possibilistic clustering