527 search results - page 38 / 106 » Modeling and Analysis of Heterogeneous Regulation in Biologi... |
BMCBI
2008
13 years 8 months ago
2008
Background: Probability based statistical learning methods such as mutual information and Bayesian networks have emerged as a major category of tools for reverse engineering mecha...
BMCBI
2005
13 years 8 months ago
2005
Background: Synthetic lethality experiments identify pairs of genes with complementary function. More direct functional associations (for example greater probability of membership...
ISBRA
2007
Springer
14 years 2 months ago
2007
Springer
Characterized by simultaneous measurement of the effects of experimental factors and their interactions, the economic and efficient factorial design is well accepted in microarray ...
BMCBI
2011
13 years 7 days ago
2011
Background: Flux coupling analysis (FCA) is a useful method for finding dependencies between fluxes of a metabolic network at steady-state. FCA classifies reactions into subsets (...
NIPS
2007
13 years 10 months ago
2007
In this paper we model relational random variables on the edges of a network using Gaussian processes (GPs). We describe appropriate GP priors, i.e., covariance functions, for dir...