1156 search results - page 147 / 232 » Model gene network by semi-fixed Bayesian network |
169
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JMLR
2006
15 years 6 months ago
2006
We study the computational and sample complexity of parameter and structure learning in graphical models. Our main result shows that the class of factor graphs with bounded degree...
149
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BMCBI
2010
15 years 6 months ago
2010
Background: In the yeast Saccharomyces cerevisiae, interactions between galactose, Gal3p, Gal80p, and Gal4p determine the transcriptional status of the genes required for the gala...
181
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BMCBI
2010
15 years 6 months ago
2010
Background: To further understand the implementation of hyperparameters re-estimation technique in Bayesian hierarchical model, we added two more prior assumptions over the weight...
189
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BMCBI
2007
15 years 6 months ago
2007
Background: In the analysis of networks we frequently require the statistical significance of some network statistic, such as measures of similarity for the properties of interact...
168
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BMCBI
2005
2005
A microarray data-based semi-kinetic method for predicting quantitative dynamics of genetic networks
15 years 6 months ago
Background: Elucidating the dynamic behaviour of genetic regulatory networks is one of the most significant challenges in systems biology. However, conventional quantitative predi...