On computation of the steady-state probability distribution of probabilistic Boolean networks with gene perturbation.
Wen LiLu-Bin CuiMichael K. NgPublished in: J. Comput. Appl. Math. (2012)
Keyphrases
- steady state
- probability distribution
- boolean networks
- genetic regulatory networks
- gene regulatory networks
- bayesian networks
- markov chain
- posterior probability
- conditional probabilities
- explicit expressions
- structure learning
- queue length
- gene expression data
- reverse engineering
- product form
- random variables
- steady states
- conditional independence
- dynamic bayesian networks
- arrival rate
- probabilistic model
- biological systems
- network model
- queueing networks
- service times
- logic programs
- biological data
- inference process
- logical inference
- dynamic programming
- data analysis
- central limit theorem
- machine learning