Developing a Local Least-Squares Support Vector Machines-Based Neuro-Fuzzy Model for Nonlinear and Chaotic Time Series Prediction.
Arash MiranianMajid AbdollahzadePublished in: IEEE Trans. Neural Networks Learn. Syst. (2013)
Keyphrases
- fuzzy model
- ls svm
- least squares support vector machine
- neuro fuzzy
- fuzzy rules
- fuzzy modeling
- input variables
- takagi sugeno
- membership functions
- least squares
- input output
- fuzzy systems
- artificial neural networks
- nonlinear systems
- prediction model
- variable selection
- fuzzy sets
- cross validation
- fuzzy controller
- support vector machine
- fuzzy clustering
- improved algorithm
- fuzzy inference
- fuzzy inference system
- rule base
- fuzzy logic
- rbf neural network
- radial basis function
- support vector
- generalization ability
- hyperparameters
- fuzzy control
- feature extraction
- data mining
- data analysis
- parameter estimation
- image processing
- neural network