Numerical convergence and interpretation of the fuzzy c-shells clustering algorithm.
James C. BezdekRichard J. HathawayPublished in: IEEE Trans. Neural Networks (1992)
Keyphrases
- clustering algorithm
- fuzzy clustering
- clustering analysis
- expert systems
- membership functions
- fuzzy sets
- possibilistic c means
- fuzzy logic
- fuzzy c means
- fuzzy clustering algorithm
- image interpretation
- clustering method
- k means
- numerical data
- document clustering
- data clustering
- fcm algorithm
- fuzzy controller
- decision making
- possibilistic clustering
- alternating direction
- fuzzy inference system
- convergence speed
- high level
- convergence rate
- sensitivity analysis
- fuzzy numbers
- soft computing
- cluster centers
- knowledge base
- fuzzy measures
- fuzzy membership functions
- hierarchical clustering
- cluster analysis
- sufficient conditions