Gene regulatory network inference based on a nonhomogeneous dynamic Bayesian network model with an improved Markov Monte Carlo sampling.
Jiayao ZhangChunling HuQianqian ZhangPublished in: BMC Bioinform. (2023)
Keyphrases
- gene regulatory networks
- network model
- monte carlo sampling
- undirected graphical models
- bayesian inference
- dynamic bayesian networks
- bayesian networks
- metropolis hastings algorithm
- markov chain
- gene expression data
- neural network
- multibody
- probabilistic inference
- reverse engineering
- biological data
- posterior distribution
- kalman filter
- parameter estimation
- nearest neighbor
- computer vision