A matrix perturbation method for computing the steady-state probability distributions of probabilistic Boolean networks with gene perturbations.
Weiwei XuWai-Ki ChingShuqin ZhangWen LiXiao-Shan ChenPublished in: J. Comput. Appl. Math. (2011)
Keyphrases
- steady state
- boolean networks
- perturbation method
- gene regulatory networks
- genetic regulatory networks
- probability distribution
- markov chain
- bayesian networks
- reverse engineering
- network model
- conditional probabilities
- probabilistic model
- queue length
- data perturbation
- gene expression data
- biological systems
- microarray
- arrival rate
- random variables
- queueing networks
- logic programs
- bayesian inference
- gene expression
- structure learning
- dynamic bayesian networks