Inference of gene regulatory networks based on the Light Gradient Boosting Machine.
Zhihua DuXing ZhongFangzhong WangVladimir N. UverskyPublished in: Comput. Biol. Chem. (2022)
Keyphrases
- gene regulatory networks
- gradient boosting
- dynamic bayesian networks
- bayesian inference
- reverse engineering
- gene expression data
- loss function
- network model
- biological data
- bayesian networks
- relational domains
- probabilistic model
- probabilistic inference
- particle filtering
- structure learning
- machine learning
- approximate inference
- software engineering
- markov networks
- state space