174 search results - page 14 / 35 » Extracting Regulatory Gene Expression Networks From Pubmed |
105
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EVOW
2007
Springer
15 years 5 months ago
2007
Springer
The effective reverse engineering of biochemical networks is one of the great challenges of systems biology. The contribution of this paper is two-fold: 1) We introduce a new meth...
118
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BMCBI
2005
14 years 11 months ago
2005
Background: Reconstructing regulatory networks from gene expression profiles is a challenging problem of functional genomics. In microarray studies the number of samples is often ...
BMCBI
2007
14 years 11 months ago
2007
Background: Boolean network (BN) modeling is a commonly used method for constructing gene regulatory networks from time series microarray data. However, its major drawback is that...
JMLR
2006
14 years 11 months ago
2006
In recent years, there has been a growing interest in applying Bayesian networks and their extensions to reconstruct regulatory networks from gene expression data. Since the gene ...
154
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BMCBI
2006
14 years 11 months ago
2006
Background: The learning of global genetic regulatory networks from expression data is a severely under-constrained problem that is aided by reducing the dimensionality of the sea...