980 search results - page 14 / 196 » Smoothing Gene Expression Using Biological Networks |
BICOB
2010
Springer
14 years 9 days ago
2010
Springer
Most existing approaches for gene selection are based on evaluating the statistical relevance. However, there are remarkable discrepancies between statistical relevance and biolog...
GECCO
2005
Springer
14 years 1 months ago
2005
Springer
In this work we present an improved evolutionary method for inferring S-system model of genetic networks from the time series data of gene expression. We employed Differential Ev...
BICOB
2009
Springer
13 years 5 months ago
2009
Springer
We propose a two-step biclustering approach to mine co-regulation patterns of a given reference gene to discover other genes that function in a common biological process. Currently...
NAR
2010
13 years 2 months ago
2010
The primary objective of most gene expression studies is the identification of one or more gene signatures; lists of genes whose transcriptional levels are uniquely associated wit...
BIOCOMP
2006
13 years 9 months ago
2006
Exploring gene regulatory network is a key topic in molecular biology. In this paper, we present a new dynamic Bayesian network (DBN) framework embedded with structural expectatio...