The design methodology of radial basis function neural networks based on fuzzy K-nearest neighbors approach.
Seok-Beom RohTae-Chon AhnWitold PedryczPublished in: Fuzzy Sets Syst. (2010)
Keyphrases
- design methodology
- k nearest neighbor
- radial basis function neural network
- fuzzy neural network
- knn
- neural network
- nearest neighbor
- rbfnn
- pattern classification
- radial basis function
- support vector machine
- support vector machine svm
- hidden layer
- multilayer perceptron
- back propagation
- rbf neural network
- membership functions
- fuzzy rules
- design process
- fuzzy sets
- fuzzy logic
- object oriented
- distance function
- sensitivity analysis
- formal specification
- fuzzy numbers
- fuzzy clustering
- input output
- feature selection
- fuzzy controller
- text classification
- genetic algorithm
- pattern recognition
- computational intelligence
- neural nets
- control strategy
- fuzzy model