Sciweavers

130 search results - page 1 / 26
» Kernel Machine Based Feature Extraction Algorithms for Regre...
Sort
View
ECAI
2004
Springer
13 years 10 months ago
Kernel Machine Based Feature Extraction Algorithms for Regression Problems
Csaba Szepesvári, András Kocsor, Kor...
ICIP
2008
IEEE
14 years 6 months ago
Using local regression kernels for statistical object detection
We present a novel approach to the problem of detection of visual similarity between a template image, and patches in a given image. The method is based on the computation of a lo...
Hae Jong Seo, Peyman Milanfar
ESANN
2007
13 years 6 months ago
Kernel PCA based clustering for inducing features in text categorization
We study dimensionality reduction or feature selection in text document categorization problem. We focus on the first step in building text categorization systems, that is the cho...
Zsolt Minier, Lehel Csató
EMNLP
2009
13 years 2 months ago
Reverse Engineering of Tree Kernel Feature Spaces
We present a framework to extract the most important features (tree fragments) from a Tree Kernel (TK) space according to their importance in the target kernelbased machine, e.g. ...
Daniele Pighin, Alessandro Moschitti
ICML
2005
IEEE
14 years 5 months ago
A general regression technique for learning transductions
The problem of learning a transduction, that is a string-to-string mapping, is a common problem arising in natural language processing and computational biology. Previous methods ...
Corinna Cortes, Mehryar Mohri, Jason Weston