Speedup of fuzzy and possibilistic kernel c-means for large-scale clustering.
Timothy C. HavensRadha ChittaAnil K. JainRong JinPublished in: FUZZ-IEEE (2011)
Keyphrases
- possibilistic clustering
- fuzzy clustering
- fuzzy numbers
- clustering algorithm
- clustering analysis
- fuzzy c means clustering
- fuzzy sets
- clustering method
- kernel based clustering
- k means
- real world
- possibilistic c means
- similarity function
- orders of magnitude
- kernel function
- cluster validity index
- fuzzy clustering algorithm
- expected utility
- neural network
- data points
- possibility distributions
- fuzzy logic
- von neumann
- self organizing maps
- data clustering
- kernel methods
- cluster analysis
- categorical data
- information theoretic
- input space
- fuzzy rules
- hierarchical clustering
- spectral clustering
- hidden markov random fields
- fuzzy clustering algorithms
- feature space