775 search results - page 3 / 155 » Memetic Algorithms for Feature Selection on Microarray Data |
111
Voted
CANDC
2005
ACM
14 years 10 months ago
2005
ACM
A DNA microarray can track the expression levels of thousands of genes simultaneously. Previous research has demonstrated that this technology can be useful in the classification ...
BMCBI
2005
14 years 10 months ago
2005
Background: In the clinical context, samples assayed by microarray are often classified by cell line or tumour type and it is of interest to discover a set of genes that can be us...
89
Voted
CIBCB
2005
IEEE
15 years 3 months ago
2005
IEEE
Feature selection is an important preprocessing technique for many pattern recognition problems. When the number of features is very large while the number of samples is relatively...
133
Voted
CATA
2009
14 years 11 months ago
2009
The nearest shrunken centroid classifier uses shrunken centroids as prototypes for each class and test samples are classified to belong to the class whose shrunken centroid is nea...
73
Voted
EVOW
2004
Springer
15 years 3 months ago
2004
Springer
Abstract. We deal with two important problems in pattern recognition that arise in the analysis of large datasets. While most feature subset selection methods use statistical techn...