Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM) for Modeling of Gene Network from Time Series Gene Expression Data.
Yu ZhangZhidong DengHongshan JiangPeifa JiaPublished in: BIOCOMP (2006)
Keyphrases
- dynamic bayesian networks
- gene regulatory networks
- gene networks
- approximate inference
- gene expression data
- expectation maximization
- em algorithm
- microarray
- parameter estimation
- microarray data
- bayesian networks
- gaussian process
- belief propagation
- graphical models
- systems biology
- pairwise
- particle filtering
- network model