196 search results - page 1 / 40 » Gene Selection for Cancer Classification using Support Vecto... |
ML
2002
ACM
13 years 4 months ago
2002
ACM
WCE
2007
13 years 6 months ago
2007
– In this paper we perform a t-test for significant gene expression analysis in different dimensions based on molecular profiles from microarray data, and compare several computa...
BMCBI
2008
13 years 5 months ago
2008
Background: Cancer diagnosis and clinical outcome prediction are among the most important emerging applications of gene expression microarray technology with several molecular sig...
APBC
2003
13 years 6 months ago
2003
The development of microarray technology has supplied a large volume of data to many fields. In particular, it has been applied to prediction and diagnosis of cancer, so that it e...
CEC
2007
IEEE
13 years 9 months ago
2007
IEEE
In this work we compare the use of a Particle Swarm Optimization (PSO) and a Genetic Algorithm (GA) (both augmented with Support Vector Machines SVM) for the classification of high...