A Bayesian Approach for Inferring Local Causal Structure in Gene Regulatory Networks.
Ioan Gabriel BucurTom van BusselTom ClaassenTom HeskesPublished in: CoRR (2018)
Keyphrases
- gene regulatory networks
- causal structure
- causal relationships
- causal discovery
- reverse engineering
- gene expression data
- causal models
- experimental data
- network model
- bayesian inference
- dynamic bayesian networks
- biological data
- structure learning
- causal relations
- causal graph
- bayesian networks
- observational data
- gene expression
- software engineering
- data mining
- microarray
- databases
- directed acyclic graph
- dynamic programming
- decision making