A Structure Learning Algorithm for Inference of Gene Networks from Microarray Gene Expression Data Using Bayesian Networks.
Kazuyuki NumataSeiya ImotoSatoru MiyanoPublished in: BIBE (2007)
Keyphrases
- bayesian networks
- structure learning algorithm
- gene regulatory networks
- structure learning
- dynamic bayesian networks
- microarray data
- gene expression data
- probabilistic inference
- conditional independence
- graphical models
- probabilistic model
- systems biology
- microarray
- network model
- conditional probabilities
- approximate inference
- random variables
- posterior probability
- reverse engineering
- cluster analysis
- hidden variables
- feature selection
- neural network
- probability distribution
- bayesian inference
- markov networks
- naive bayes
- parameter estimation
- high dimensional