PEAK: Integrating Curated and Noisy Prior Knowledge in Gene Regulatory Network Inference.
Doaa AltarawyFatma-Elzahraa EidLenwood S. HeathPublished in: J. Comput. Biol. (2017)
Keyphrases
- gene regulatory networks
- prior knowledge
- undirected graphical models
- dynamic bayesian networks
- bayesian inference
- gene networks
- prior information
- graphical models
- reverse engineering
- metropolis hastings algorithm
- network model
- structure learning
- conditional random fields
- gene expression data
- exact inference
- bayesian networks
- probabilistic model
- biological data
- approximate inference
- databases
- probabilistic inference
- belief networks
- bayesian framework
- state variables
- parameter estimation
- probabilistic graphical models
- data mining
- data sets
- machine learning methods
- random variables
- software engineering
- probability distribution
- factor graphs
- high dimensional