Support Vector Echo-State Machine for Chaotic Time-Series Prediction.
Zhiwei ShiMin HanPublished in: IEEE Trans. Neural Networks (2007)
Keyphrases
- state machine
- support vector
- state machines
- ls svm
- mackey glass
- radial basis function
- fault tolerant
- finite state machines
- non stationary
- function approximation
- support vector machine
- loss function
- artificial neural networks
- kernel methods
- classification accuracy
- logistic regression
- recurrent neural networks
- neuro fuzzy
- kernel function
- generalization ability
- chaotic neural network
- cellular automata
- spectrum analysis
- least squares
- prediction model
- neural network model
- support vector regression
- initial conditions
- phase space
- high frequency
- svm classifier
- feature selection
- autoregressive
- multivariate time series
- moving average
- cross validation
- digital libraries
- chaotic time series
- chaotic sequence