392 search results - page 4 / 79 » Hybrid Methods to Select Informative Gene Sets in Microarray... |
BMCBI
2008
13 years 6 months ago
2008
Background: The information from different data sets experimented under different conditions may be inconsistent even though they are performed with the same research objectives. ...
BIBM
2009
IEEE
14 years 1 months ago
2009
IEEE
A major challenge in microarray classification and biomarker discovery is dealing with small-sample high-dimensional data where the number of genes used as features is typically o...
BIRD
2008
Springer
13 years 8 months ago
2008
Springer
Abstract. This paper presents a SVM-based local search (SVM-LS) approach to the problem of gene selection and classification of microarray data. The proposed approach is highlighte...
BMCBI
2010
13 years 6 months ago
2010
Background: Feature selection techniques are critical to the analysis of high dimensional datasets. This is especially true in gene selection from microarray data which are common...
BMCBI
2004
13 years 6 months ago
2004
Background: Microarray experiments are becoming a powerful tool for clinical diagnosis, as they have the potential to discover gene expression patterns that are characteristic for...