An extension of global fuzzy c-means using kernel methods.
Gyeongyong HeoPaul D. GaderPublished in: FUZZ-IEEE (2010)
Keyphrases
- kernel methods
- fuzzy c means
- mercer kernel
- fuzzy clustering
- fuzzy c means algorithm
- clustering algorithm
- fcm algorithm
- fuzzy clustering algorithm
- support vector
- kernel function
- machine learning
- image segmentation
- support vector machine
- fuzzy clustering algorithms
- clustering method
- kernel matrix
- membership functions
- k means
- feature space
- data sets
- cluster analysis
- hard c means
- possibilistic c means
- possibilistic clustering
- high dimensional feature space
- kernel pca
- euclidean distance
- fuzzy sets
- kernel principal component analysis
- artificial neural networks
- feature extraction
- neural network