Comparison of scaling behavior between fuzzy c-means based classifier with many parameters and LibSVM.
Hidetomo IchihashiKatsuhiro HondaAkira NotsuPublished in: FUZZ-IEEE (2011)
Keyphrases
- fuzzy c means
- fuzzy clustering
- fuzzy c means algorithm
- clustering algorithm
- fcm algorithm
- fuzzy clustering algorithm
- clustering method
- svm classifier
- image segmentation
- k means
- gustafson kessel
- fuzzy classifier
- artificial immune network
- fuzzy c means clustering algorithm
- support vector
- possibilistic c means
- fuzzy clustering algorithms
- mercer kernel
- support vector machine
- feature space
- training data
- possibilistic clustering
- feature selection
- cluster validity indices
- cluster analysis
- feature set
- membership functions
- euclidean distance
- feature extraction