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Inferring Gene Regulatory Networks via Nonlinear State-Space Models and Exploiting Sparsity.
Amina Noor
Erchin Serpedin
Mohamed N. Nounou
Hazem N. Nounou
Published in:
IEEE ACM Trans. Comput. Biol. Bioinform. (2012)
Keyphrases
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gene regulatory networks
state space
statistical models
gene regulatory
probabilistic model
complex systems
ordinary differential equations
high dimensional
gene expression data
network model
search space
parameter estimation
reverse engineering
state variables
dynamic bayesian networks
regulatory networks