893 search results - page 46 / 179 » Analysis of new variable selection methods for discriminant ... |
88
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
We consider the least-square linear regression problem with regularization by the 1-norm, a problem usually referred to as the Lasso. In this paper, we present a detailed asymptot...
103
Voted
AMFG
2003
IEEE
15 years 5 months ago
2003
IEEE
We propose a new approach for combining acoustic and visual measurements to aid in recognizing lip shapes of a person speaking. Our method relies on computing the maximum likeliho...
80
Voted
KES
2006
Springer
15 years 13 days ago
2006
Springer
To track the alertness changes of 14 subjects during a night driving simulation study traditional alertness measures such Visual Analog Sleepiness Scale, Alpha Attenuation Test (AA...
107
Voted
BMCBI
2007
15 years 15 days ago
2007
Background: Recent development of mass spectrometry technology enabled the analysis of complex peptide mixtures. A lot of effort is currently devoted to the identification of biom...
104
click to vote
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We address the problem of feature selection in a kernel space to select the most discriminative and informative features for classification and data analysis. This is a difficult ...