Inference of gene regulatory networks based on directed graph convolutional networks.
Pi-Jing WeiZiqiang GuoZhen GaoZheng DingRui-Fen CaoYansen SuChun-Hou ZhengPublished in: Briefings Bioinform. (2024)
Keyphrases
- gene regulatory networks
- directed graph
- dynamic bayesian networks
- bayesian inference
- network model
- boolean networks
- gene expression data
- gene networks
- genetic regulatory networks
- reverse engineering
- random walk
- regulatory networks
- systems biology
- biological networks
- directed edges
- biological data
- undirected graph
- bayesian networks
- directed acyclic graph
- structure learning
- strongly connected
- data sets
- prior information
- belief networks
- protein interaction networks
- statistical methods
- first order logic
- microarray
- social networks