NIMCE: A Gene Regulatory Network Inference Approach Based on Multi Time Delays Causal Entropy.
Haonan FengRuiqing ZhengJianxin WangFang-Xiang WuMin LiPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2022)
Keyphrases
- gene regulatory networks
- dynamic bayesian networks
- undirected graphical models
- bayesian networks
- bayesian inference
- structure learning
- reverse engineering
- gene networks
- network model
- exact inference
- gene expression data
- metropolis hastings algorithm
- biological data
- belief networks
- conditional random fields
- graphical models
- particle filtering
- approximate inference
- probabilistic inference
- causal models
- prior information
- low dimensional
- markov random field
- high dimensional