Combining tree-based and dynamical systems for the inference of gene regulatory networks.
Vân Anh Huynh-ThuGuido SanguinettiPublished in: Bioinform. (2015)
Keyphrases
- dynamical systems
- gene regulatory networks
- dynamic bayesian networks
- bayesian inference
- reverse engineering
- network model
- differential equations
- gene expression data
- boolean networks
- dynamic systems
- bayesian networks
- biological data
- nonlinear dynamical systems
- genetic regulatory networks
- qualitative simulation
- state space
- probabilistic inference
- structure learning
- neural network
- hyperparameters
- microarray data
- microarray
- inference process
- probabilistic model
- particle filtering
- prior information
- object oriented