CBMS
2006
IEEE
13 years 9 months ago
2006
IEEE
In this paper we consider a general framework for clustering expression data that permits integration of various biological data sources through combination of corresponding dissi...
CINQ
2004
Springer
13 years 11 months ago
2004
Springer
Abstract. One of the exciting scientific challenges in functional genomics concerns the discovery of biologically relevant patterns from gene expression data. For instance, it is e...
BIBE
2004
IEEE
13 years 11 months ago
2004
IEEE
As the capture and analysis of single-time-point microarray expression data becomes routine, investigators are turning to time-series expression data to investigate complex gene r...
GECCO
2004
Springer
14 years 24 days ago
2004
Springer
Abstract. Microarrays allow simultaneous measurement of the expression levels of thousands of genes in cells under different physiological or disease states. Because the number of...
DIS
2004
Springer
14 years 24 days ago
2004
Springer
Abstract. One of the most exciting scientific challenges in functional genomics concerns the discovery of biologically relevant patterns from gene expression data. For instance, i...
GCB
2005
Springer
14 years 28 days ago
2005
Springer
: In most studies concerning expression data analyses information on the variability of gene intensity across samples is usually exploited. This information is sensitive to initial...
EVOW
2005
Springer
14 years 29 days ago
2005
Springer
In this work, we address the biclustering of gene expression data with evolutionary computation, which has been proven to have excellent performance on complex problems. In express...
DILS
2005
Springer
14 years 29 days ago
2005
Springer
: We present a new approach to integrate annotation data from public sources for the expression analysis of genes and proteins. Expression data is materialized in a data warehouse ...
CBMS
2005
IEEE
14 years 1 months ago
2005
IEEE
The Gene Ontology (GO) is an important knowledge resource for biologists and bioinformaticians. This paper explores the integration of similarity information derived from GO into ...
GECCO
2007
Springer
14 years 1 months ago
2007
Springer
The main motivation for using a multi–objective evolutionary algorithm for finding biclusters in gene expression data is motivated by the fact that when looking for biclusters ...