Inferring Gene Regulatory Networks from Multiple Data Sources Via a Dynamic Bayesian Network with Structural EM.
Yu ZhangZhidong DengHongshan JiangPeifa JiaPublished in: DILS (2007)
Keyphrases
- gene regulatory networks
- dynamic bayesian networks
- gene regulatory
- network model
- reverse engineering
- gene expression data
- boolean networks
- regulatory networks
- gene networks
- biological data
- expectation maximization
- em algorithm
- bayesian inference
- microarray
- probabilistic model
- neural network
- maximum likelihood
- microarray data
- particle filtering
- high throughput
- gene expression
- hidden markov models
- image segmentation
- artificial intelligence