Inferring probabilistic Boolean networks from steady-state gene data samples.
Vytenis SliogerisLeandros A. MaglarasSotiris MoschoyiannisPublished in: CoRR (2022)
Keyphrases
- steady state
- data samples
- boolean networks
- gene regulatory networks
- genetic regulatory networks
- markov chain
- gene expression data
- data points
- network model
- probabilistic model
- reverse engineering
- logic programs
- bayesian networks
- bayesian inference
- training dataset
- queue length
- training data
- structure learning
- biological networks
- queueing networks
- class labels
- data sets
- high dimensionality
- biological data
- biological systems
- pairwise
- training set
- ordinary differential equations
- data mining