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Inferring dynamic genetic networks with low order independencies
conditional independence Dynamic Bayesian Network DirectedAcyclic Graph networks inference time series modelling
2010/4/28
In this paper, we propose a novel inference method for dynamic genetic networks
which makes it possible to deal with a number of time measurements
n much smaller than the number of genes p. The appr...
Time-Varying Networks：Recovering Temporally Rewiring Genetic Networks During the Life Cycle of Drosophila melanogaster
Time-Varying Networks Rewiring Genetic Networks Life Cycle Drosophila melanogaster
2010/3/17
Due to the dynamic nature of biological systems, biological networks underlying temporal
process such as the development of Drosophila melanogaster can exhibit signicant topological changes to facili...