41 search results - page 3 / 9 » Optimizing Topology and Parameters of Gene Regulatory Networ... |
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. In recent years several strategies for inferring gene regulatory networks from observed time series data of gene expression have been suggested based on Evolutionary Algo...
IDEAL
2004
Springer
13 years 10 months ago
2004
Springer
Building genetic regulatory networks from time series data of gene expression patterns is an important topic in bioinformatics. Probabilistic Boolean networks (PBNs) have been deve...
EVOW
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. In this paper we address the problem of finding gene regulatory networks from experimental DNA microarray data. We introduce enhancements to an Evolutionary Algorithm op...
EMO
2005
Springer
13 years 10 months ago
2005
Springer
With the invention of microarray technology, researchers are able to measure the expression levels of ten thousands of genes in parallel at various time points of a biological proc...
JMLR
2012
11 years 7 months ago
2012
To relax the homogeneity assumption of classical dynamic Bayesian networks (DBNs), various recent studies have combined DBNs with multiple changepoint processes. The underlying as...