Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View.
Haoyue DaiIgnavier NgGongxu LuoPeter SpirtesPetar StojanovKun ZhangPublished in: CoRR (2024)
Keyphrases
- gene regulatory networks
- dynamic bayesian networks
- undirected graphical models
- bayesian networks
- structure learning
- graphical models
- bayesian inference
- reverse engineering
- probabilistic inference
- network model
- gene expression data
- gene networks
- conditional random fields
- metropolis hastings algorithm
- biological data
- probabilistic model
- partition function
- factor graphs
- probabilistic graphical models
- prior knowledge
- data mining
- data sets