Inferring Gene Regulatory Networks of Metabolic Enzymes Using Gradient Boosted Trees.
Yi ZhangXiaofei ZhangAndrew N. LaneTeresa W.-M. FanJinze LiuPublished in: IEEE J. Biomed. Health Informatics (2020)
Keyphrases
- gene regulatory networks
- metabolic networks
- biological data
- metabolic pathways
- regulatory networks
- biological networks
- gene regulatory
- systems biology
- reverse engineering
- network model
- gene networks
- high throughput
- gene expression data
- molecular biology
- boolean networks
- data analysis
- decision trees
- bayesian inference
- microarray data
- statistical methods
- data integration
- data sources
- dynamic bayesian networks
- gene expression
- feature selection
- neural network
- artificial intelligence
- protein protein interactions
- association rules
- social networks