Hybrid methods for fuzzy clustering based on fuzzy c-means and improved particle swarm optimization.
Telmo de Menezes e Silva FilhoBruno A. PimentelRenata M. C. R. SouzaAdriano L. I. OliveiraPublished in: Expert Syst. Appl. (2015)
Keyphrases
- fuzzy c means
- improved particle swarm optimization
- fuzzy clustering
- fcm algorithm
- membership functions
- fuzzy clustering algorithm
- fuzzy c means clustering
- possibilistic c means
- membership values
- fuzzy partitions
- fuzzy clustering algorithms
- fuzzy clustering method
- fuzzy c means algorithm
- possibilistic clustering
- fuzzy sets
- gustafson kessel
- cluster validity
- clustering algorithm
- hard c means
- clustering method
- artificial immune network
- fuzzy theory
- fuzzy modeling
- image segmentation
- fuzzy rules
- fuzzy model
- fuzzy logic
- fuzzy membership
- cluster validity index
- cluster validity indices
- cluster analysis
- euclidean distance
- neural network
- k means
- fuzzy c means clustering algorithm
- information granulation
- fuzzy partition
- validity index
- fuzzy inference
- cluster centers
- fuzzy inference system
- fuzzy numbers
- pattern recognition
- genetic algorithm