Support vector wavelet adaptation for pathological voice assessment.
Nafise Erfanian SaeediFarshad AlmasganjFarhad TorabinejadPublished in: Comput. Biol. Medicine (2011)
Keyphrases
- support vector
- multiscale
- wavelet decomposition
- wavelet transform
- kernel function
- feature selection
- multiresolution
- logistic regression
- wavelet coefficients
- generalization ability
- hyperplane
- denoising
- binary classification
- cross validation
- svm classifier
- wavelet transformation
- neural network
- maximum margin
- learning machines
- text to speech
- kernel methods
- data sets
- support vector machine
- classification accuracy
- support vector regression
- wavelet domain
- multiresolution analysis
- decision function
- feature extraction
- assessment process
- multi resolution analysis
- adaptation strategies