542 search results - page 13 / 109 » A Theoretical Analysis of Gene Selection |
BMCBI
2010
13 years 6 months ago
2010
Background: Most genomic data have ultra-high dimensions with more than 10,000 genes (probes). Regularization methods with L1 and Lp penalty have been extensively studied in survi...
CIBCB
2006
IEEE
13 years 11 months ago
2006
IEEE
In recent years, unsupervised gene (feature) selection has become an integral part of microarray analysis because of the large number of genes and complexity in biological systems....
JCB
2008
13 years 9 months ago
2008
Large-scale whole genome association studies are increasingly common, due in large part to recent advances in genotyping technology. With this change in paradigm for genetic studi...
BMCBI
2006
13 years 9 months ago
2006
Background: In class prediction problems using microarray data, gene selection is essential to improve the prediction accuracy and to identify potential marker genes for a disease...
ICDAR
1999
IEEE
14 years 1 months ago
1999
IEEE
This paper concerns a study of information content in postal address fields for automatic address interpretation. Information provided by a combination of address components and i...