Inference of Gene Regulatory Network from Time Series Expression Data by Combining Local Geometric Similarity and Multivariate Regression.
Guangyi ChenZhi-Ping LiuPublished in: ICIC (3) (2021)
Keyphrases
- gene regulatory networks
- multivariate regression
- undirected graphical models
- dynamic bayesian networks
- regression model
- bayesian inference
- reverse engineering
- gene networks
- gene expression data
- network model
- conditional random fields
- similarity measure
- graphical models
- exact inference
- linear regression
- structure learning
- metropolis hastings algorithm
- bayesian networks
- microarray data
- parameter estimation
- biological data
- particle filtering
- probabilistic inference
- belief networks
- microarray
- probabilistic model
- pairwise