Penalized Partially Linear Models using Orthonormal Wavelet Bases with an Application to fMRI Time Series.
Mohamed-Jalal FadiliEdward T. BullmorePublished in: ISBI (2004)
Keyphrases
- wavelet bases
- linear models
- variable selection
- basis functions
- wavelet transform
- scaling function
- image compression
- wavelet basis
- wavelet compression
- wavelet coefficients
- linear model
- filter bank
- least squares
- denoising
- color space
- cross validation
- linear regression
- gaussian processes
- multiscale
- data analysis
- high dimensional
- model selection
- loss function
- subband
- multiresolution
- feature vectors
- nonlinear models
- low dimensional
- active appearance models
- maximum likelihood
- regression model
- reinforcement learning
- feature selection
- face recognition