682 search results - page 39 / 137 » Gene networks inference using dynamic Bayesian networks |
171
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BMCBI
2007
15 years 4 months ago
2007
Background: The functions of human cells are carried out by biomolecular networks, which include proteins, genes, and regulatory sites within DNA that encode and control protein e...
154
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UAI
2001
15 years 6 months ago
2001
This paper presents a new deterministic approximation technique in Bayesian networks. This method, "Expectation Propagation," unifies two previous techniques: assumed-de...
170
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BMCBI
2008
15 years 4 months ago
2008
Background: Network Component Analysis (NCA) has shown its effectiveness in discovering regulators and inferring transcription factor activities (TFAs) when both microarray data a...
150
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BIBM
2008
IEEE
15 years 11 months ago
2008
IEEE
In the post-genomic era, the organization of genes into networks has played an important role in characterizing the functions of individual genes and the interplay between them. I...
114
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CCE
2005
15 years 4 months ago
2005
This paper addresses the inference of the transcriptional regulatory network of Bacillus subtilis. Two inference approaches, a linear, additive model and a non-linear power-law mo...