EFSVM-FCM: Evolutionary fuzzy rule-based support vector machines classifier with FCM clustering.
Teck Wee ChuaWoei Wan TanPublished in: FUZZ-IEEE (2008)
Keyphrases
- fuzzy c means
- fcm clustering
- support vector
- large margin classifiers
- learning machines
- fuzzy clustering
- fcm algorithm
- support vector machine
- clustering algorithm
- svm classifier
- pso algorithm
- clustering method
- image segmentation
- training examples
- hard c means
- k means
- decision function
- particle swarm optimization
- kernel function
- membership functions
- feature selection
- fuzzy model
- multi class
- soft margin
- hyperplane
- learning algorithm
- feature space
- genetic algorithm
- fuzzy rules
- classification accuracy
- cluster analysis
- generalization ability
- ensemble learning
- decision trees
- multiple kernel learning
- euclidean distance
- pattern recognition
- global optimization
- training data
- cluster centers
- decision making
- artificial neural networks
- feature set