A double swarm methodology for parameter estimation in oscillating Gene Regulatory Networks.

Marco S. Nobile Hitoshi Iba

Published in: CEC (2015)

Keyphrases

parameter estimation
gene regulatory networks
structure learning
metropolis hastings algorithm
maximum likelihood
least squares

reverse engineering
network model
gene expression data
markov random field
em algorithm
model selection

statistical models
parameter estimation algorithm
approximate inference
bayesian inference
biological data

dynamic bayesian networks
expectation maximization
maximum likelihood estimation
logic programs
probabilistic model