192 search results - page 4 / 39 » A Note on the Decomposition Methods for Support Vector Regre... |
BMCBI
2010
13 years 8 months ago
2010
Background: Accurate prediction of antigenic epitopes is important for immunologic research and medical applications, but it is still an open problem in bioinformatics. The case f...
JCST
2008
13 years 8 months ago
2008
In Chinese, phrases and named entities play a central role in information retrieval. Abbreviations, however, make keyword-based approaches less effective. This paper presents an em...
CIRA
2007
IEEE
14 years 2 months ago
2007
IEEE
—Support vector regression (SVR) is a class of machine learning technique that has been successfully applied to low-level learning control in robotics. Because of the large amoun...
IJCNN
2008
IEEE
14 years 3 months ago
2008
IEEE
Abstract— This paper presents a novel support vector regression (SVR) network for financial time series prediction. The SVR network consists of two layers of SVR: transformation...
SCALESPACE
2005
Springer
14 years 2 months ago
2005
Springer
We study the connection between higher order total variation (TV) regularization and support vector regression (SVR) with spline kernels in a one-dimensional discrete setting. We p...