Inference of Gene Regulatory Network by Bayesian Network Using Metropolis-Hastings Algorithm.
Khwunta KirimasthongAompilai ManoratJeerayut ChaijaruwanichSukon PrasitwattanasereeChinae ThammarongthamPublished in: ADMA (2007)
Keyphrases
- metropolis hastings algorithm
- bayesian networks
- gene regulatory networks
- parameter estimation
- markov chain monte carlo
- dynamic bayesian networks
- structure learning
- undirected graphical models
- bayesian inference
- exact inference
- probabilistic inference
- network model
- machine learning
- generative model
- markov networks
- reverse engineering
- markov chain
- probabilistic model
- neural network