15 search results - page 1 / 3 » Constrained Co-clustering of Gene Expression Data |
SDM
2004
SIAM
14 years 6 months ago
2004
SIAM
Microarray experiments have been extensively used for simultaneously measuring DNA expression levels of thousands of genes in genome research. A key step in the analysis of gene e...
KDD
2004
ACM
15 years 5 months ago
2004
ACM
A coCluster of a m?n matrix X is a submatrix determined by a subset of the rows and a subset of the columns. The problem of finding coClusters with specific properties is of inter...
ISBRA
2009
Springer
14 years 11 months ago
2009
Springer
Abstract. We demonstrate a set-level approach to the integration of multiple platform gene expression data for predictive classification and show its utility for boosting classi�...
SDM
2008
SIAM
14 years 6 months ago
2008
SIAM
In many applications, the expert interpretation of coclustering is easier than for mono-dimensional clustering. Co-clustering aims at computing a bi-partition that is a collection...
BMCBI
2004
14 years 4 months ago
2004
Background: The detection of small yet statistically significant differences in gene expression in spotted DNA microarray studies is an ongoing challenge. Meeting this challenge r...