A hybrid method for time series prediction using EMD and SVR.
Bahadir BicanYusuf YaslanPublished in: ISCCSP (2014)
Keyphrases
- hybrid method
- support vector regression
- non stationary
- support vector machine
- empirical mode decomposition
- ls svm
- distance measure
- neuro fuzzy
- neural network model
- support vector
- artificial neural networks
- recurrent neural networks
- immune algorithm
- regression model
- hybrid model
- electronic equipment
- information preserving
- multivariate time series
- hybrid algorithm
- function approximation
- kernel function
- optimal parameters
- evolutionary methods
- image processing
- support vector machine svm
- data sets
- autoregressive
- speech recognition
- language model
- feature vectors
- search algorithm