15 search results - page 1 / 3 » Constrained Co-clustering of Gene Expression Data |
SDM
2004
SIAM
13 years 11 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
14 years 10 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 4 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
13 years 11 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
13 years 9 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...