87 search results - page 2 / 18 » Margin-based wrapper methods for gene identification using m... |
ALMOB
2008
13 years 5 months ago
2008
Background: Identification of differentially expressed genes (DEGs) under different experimental conditions is an important task in many microarray studies. However, choosing whic...
BMCBI
2006
13 years 5 months ago
2006
Background: One of the important goals of microarray research is the identification of genes whose expression is considerably higher or lower in some tissues than in others. We wo...
BMCBI
2004
13 years 5 months ago
2004
Background: Thousands of genes in a genomewide data set are tested against some null hypothesis, for detecting differentially expressed genes in microarray experiments. The expect...
BMCBI
2006
13 years 5 months ago
2006
Background: In gene networks, the timing of significant changes in the expression level of each gene may be the most critical information in time course expression profiles. With ...
CSB
2005
IEEE
13 years 7 months ago
2005
IEEE
In microarray classification we are faced with a very large number of features and very few training samples. This is a challenge for classical Linear Discriminant Analysis (LDA),...