Inference of gene regulatory networks based on nonlinear ordinary differential equations.
Baoshan MaMingkun FangXiangtian JiaoPublished in: Bioinform. (2020)
Keyphrases
- ordinary differential equations
- gene regulatory networks
- dynamic bayesian networks
- bayesian inference
- reverse engineering
- genetic regulatory networks
- gene expression data
- network model
- bayesian networks
- biological data
- structure learning
- microarray
- software engineering
- approximate inference
- maximum likelihood
- belief networks
- particle filtering
- object oriented
- markov networks
- probabilistic model
- data analysis
- neural network