1427 search results - page 84 / 286 » Kernels for Semi-Structured Data |
129
Voted
ICASSP
2010
IEEE
15 years 2 months ago
2010
IEEE
When building a classifier from clean training data for a particular test environment, knowledge about the environmental noise and channel should be taken into account. We propos...
106
Voted
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
We consider the problem of decentralized detection under constraints on the number of bits that can be transmitted by each sensor. In contrast to most previous work, in which the ...
108
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
A new method for classification is proposed. This is based on kernel orthonormalized partial least squares (PLS) dimensionality reduction of the original data space followed by a ...
105
Voted
IJCNN
2008
IEEE
15 years 9 months ago
2008
IEEE
Abstract— In this paper, we present an effective computational approach for learning patterns of brain activity from the fMRI data. The procedure involved correcting motion artif...
120
Voted
IJCNN
2008
IEEE
15 years 9 months ago
2008
IEEE
— We propose a feature selection criterion based on kernel discriminant analysis (KDA) for an -class problem, which finds eigenvectors on which the projected class data are loca...