Chaotic time series prediction using knowledge based Green's Kernel and least-squares support vector machines.
Tahir FarooqAziz GuergachiSridhar KrishnanPublished in: SMC (2007)
Keyphrases
- least squares support vector machine
- chaotic time series
- ls svm
- phase space
- mackey glass
- short term
- neural network
- rbf network
- recurrent neural networks
- least squares
- expert systems
- prediction model
- rbf neural network
- dynamic behavior
- generalization ability
- radial basis function
- chaotic systems
- correlation coefficient
- prediction accuracy
- kernel function
- denoising
- knn
- long term
- pattern recognition
- support vector
- reinforcement learning
- machine learning