Temporal Graphical Models for Cross-Species Gene Regulatory Network Discovery.
Yan LiuAlexandru Niculescu-MizilAurelie C. LozanoYong LuPublished in: J. Bioinform. Comput. Biol. (2011)
Keyphrases
- graphical models
- undirected graphical models
- structure learning
- gene regulatory networks
- probabilistic graphical models
- belief propagation
- approximate inference
- probabilistic model
- random variables
- bayesian networks
- conditional random fields
- probabilistic inference
- dynamic bayesian networks
- exact inference
- markov networks
- belief networks
- knowledge discovery
- parameter learning
- network model
- conditional independence
- gene expression data
- reverse engineering
- graph structure
- factor graphs
- machine learning
- undirected graph
- hidden variables
- hidden markov models
- partition function