Inference of Gene Regulatory Networks Based on a Universal Minimum Description Length.
John DoughertyIoan TabusJaakko AstolaPublished in: EURASIP J. Bioinform. Syst. Biol. (2008)
Keyphrases
- minimum description length
- gene regulatory networks
- dynamic bayesian networks
- bayesian inference
- gene regulatory
- information theoretic
- reverse engineering
- network model
- gene expression data
- boolean networks
- mdl principle
- regulatory networks
- biological data
- bayesian networks
- structure learning
- neural network
- probabilistic inference
- relational databases
- databases
- particle filtering
- approximate inference
- belief networks
- gene expression
- mutual information
- probability distribution
- probabilistic model
- high dimensional