Inference of Gene Regulatory Networks with Sparse Structural Equation Models Exploiting Genetic Perturbations.
Xiaodong CaiJuan Andrés BazerqueGeorgios B. GiannakisPublished in: PLoS Comput. Biol. (2013)
Keyphrases
- gene regulatory networks
- genetic regulatory networks
- structural equation models
- dynamic bayesian networks
- bayesian inference
- reverse engineering
- network model
- gene expression data
- gene networks
- biological data
- causal models
- causal effects
- probabilistic model
- online discussion
- probabilistic inference
- approximate inference
- structure learning
- particle filtering
- nearest neighbor
- knowledge discovery
- neural network