Reverse Engineering Yeast Gene Regulatory Networks using Graphical Models.
Jiayin WangYufei HuangMaribel SanchezYufeng WangJianqiu (Michelle) ZhangPublished in: ICASSP (2) (2006)
Keyphrases
- gene regulatory networks
- graphical models
- reverse engineering
- regulatory networks
- biological networks
- belief propagation
- probabilistic model
- systems biology
- random variables
- software engineering
- undirected graphical models
- approximate inference
- probabilistic inference
- gene networks
- structure learning
- bayesian networks
- conditional random fields
- gene expression data
- object oriented
- belief networks
- markov networks
- genetic regulatory networks
- conditional independence
- message passing
- data sets
- em algorithm
- expectation maximization
- transcription factors
- data model
- xml documents
- database