683 search results - page 52 / 137 » Nonlinear functional regression: a functional RKHS approach |
SYNASC
2006
IEEE
15 years 3 months ago
2006
IEEE
Evolutionary support vector machines (ESVMs) are a novel technique that assimilates the learning engine of the state-of-the-art support vector machines (SVMs) but evolves the coef...
MLCW
2005
Springer
15 years 3 months ago
2005
Springer
In many regression tasks, in addition to an accurate estimate of the conditional mean of the target distribution, an indication of the predictive uncertainty is also required. Ther...
IJCNN
2006
IEEE
15 years 3 months ago
2006
IEEE
— We consider the regression problem for financial time series. Typically, financial time series are non-stationary and volatile in nature. Because of its good generalization p...
CVPR
2004
IEEE
15 years 11 months ago
2004
IEEE
Color values in an image are related to image irradiance by a nonlinear function called radiometric response function. Since this function depends on the aperture and the shutter ...
ICPR
2008
IEEE
15 years 4 months ago
2008
IEEE
In this work we present and discuss in detail a novel vector-valued regression technique: our approach allows for an all-at-once estimation, as opposed to solve a number of scalar...