Gene regulatory network inference using Michaelis-Menten kinetics.
Ahammed Sherief Kizhakkethil YousephMadhu ChettyGour C. KarmakarPublished in: CEC (2015)
Keyphrases
- gene regulatory networks
- undirected graphical models
- dynamic bayesian networks
- bayesian inference
- gene networks
- graphical models
- conditional random fields
- gene expression data
- bayesian networks
- reverse engineering
- structure learning
- network model
- biological data
- metropolis hastings algorithm
- probabilistic inference
- exact inference
- data sets
- factor graphs
- partition function
- probabilistic model
- statistical analysis
- probabilistic graphical models
- knowledge discovery