Wavelet Support Vector Machines and Its Application for Nonlinear System Identification.
Xiangjun WenYunze CaiXiaoming XuPublished in: ISNN (2) (2005)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- wavelet transform
- multiscale
- logistic regression
- feature selection
- multiresolution
- classification accuracy
- support vector machine
- kernel function
- loss function
- kernel methods
- multiresolution analysis
- wavelet coefficients
- cross validation
- generalization ability
- multi class classification
- decision function
- soft margin
- data sets
- multi class
- hyperplane
- support vector regression
- binary classification
- radial basis function
- basis functions
- power spectrum
- denoising
- image processing
- haar wavelet