58 search results - page 3 / 12 » Rich probabilistic models for gene expression |
RECOMB
2002
Springer
14 years 8 months ago
2002
Springer
We present a probabilistic framework that models the process by which transcriptional binding explains the mRNA expression of different genes. Our joint probabilistic model unifie...
RECOMB
2004
Springer
14 years 8 months ago
2004
Springer
In this paper, we explore modeling overlapping biological processes. We discuss a probabilistic model of overlapping biological processes, gene membership in those processes, and ...
AB
2007
Springer
14 years 1 months ago
2007
Springer
Abstract The classical attenuation regulation of gene expression in bacteria is considered. We propose to represent the secondary RNA structure in the leader region of a gene or an...
BMCBI
2007
13 years 7 months ago
2007
Background: Clustering is an important analysis performed on microarray gene expression data since it groups genes which have similar expression patterns and enables the explorati...
NIPS
2008
13 years 9 months ago
2008
We address the challenge of assessing conservation of gene expression in complex, non-homogeneous datasets. Recent studies have demonstrated the success of probabilistic models in...