Inference of transition probabilities between the attractors in Boolean networks with perturbation.
Le YuSteven WattersonStephen MarshallPeter GhazalPublished in: GENSiPS (2009)
Keyphrases
- transition probabilities
- boolean networks
- markov chain
- random walk
- markov models
- logic programs
- gene regulatory networks
- genetic regulatory networks
- biological systems
- steady state
- hidden variables
- bayesian inference
- dynamic bayesian networks
- logical inference
- markov model
- link structure
- random variables
- em algorithm
- bayesian networks