Least Squares Wavelet Support Vector Machines for Nonlinear System Identification.
Zhenhua YuYuanli CaiPublished in: ISNN (2) (2005)
Keyphrases
- least squares
- support vector
- large margin classifiers
- learning machines
- ls svm
- robust estimation
- wavelet transform
- support vector machine
- wavelet coefficients
- multiresolution
- multiresolution analysis
- cross validation
- multi class
- parameter estimation
- denoising
- maximum margin
- multiscale
- sparse linear
- kernel methods
- loss function
- binary classification
- generalization ability
- support vectors
- generalization bounds
- decision function
- optical flow
- image sequences
- logistic regression
- levenberg marquardt
- wavelet analysis
- kernel function
- classification accuracy
- wavelet function
- inverse problems in image processing