Gene Regulatory Network Construction Using Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM).
Yu ZhangZhidong DengHongshan JiangPeifa JiaPublished in: RSKT (2006)
Keyphrases
- gene regulatory networks
- dynamic bayesian networks
- approximate inference
- expectation maximization
- reverse engineering
- gene expression data
- em algorithm
- parameter estimation
- network model
- bayesian networks
- structure learning
- bayesian inference
- biological data
- probabilistic model
- maximum likelihood
- graphical models
- belief propagation
- generative model
- probabilistic inference
- particle filtering
- pairwise
- data analysis
- feature selection