Gene regulatory network modeling via global optimization of high-order dynamic Bayesian network.
Xuan Vinh NguyenMadhu ChettyRoss L. CoppelPramod P. WangikarPublished in: BMC Bioinform. (2012)
Keyphrases
- global optimization
- dynamic bayesian networks
- high order
- gene regulatory networks
- higher order
- bayesian networks
- particle swarm optimization
- particle filtering
- approximate inference
- pairwise
- structure learning
- network model
- gene expression data
- state variables
- bayesian inference
- markov random field
- reverse engineering
- biological data