Comparative evaluation of reverse engineering gene regulatory networks with relevance networks, graphical gaussian models and bayesian networks.
Adriano Velasque WerhliMarco GrzegorczykDirk HusmeierPublished in: Bioinform. (2006)
Keyphrases
- gene regulatory networks
- comparative evaluation
- reverse engineering
- gaussian model
- bayesian networks
- conditional independence
- structure learning
- gene networks
- software engineering
- regulatory networks
- genetic regulatory networks
- object oriented
- graphical models
- dynamic bayesian networks
- information retrieval
- causal models
- probability distribution
- bayesian inference
- gene expression data
- random variables
- database
- probabilistic inference
- gaussian distribution
- network model
- graph cuts
- data model
- high dimensional
- video sequences
- face recognition
- artificial intelligence