Enhancing gene regulatory networks inference through hub-based data integration.
Atefeh NaseriMehran SharghiSeyed Mohammad Hossein HasheminejadPublished in: Comput. Biol. Chem. (2021)
Keyphrases
- data integration
- gene regulatory networks
- biological data
- dynamic bayesian networks
- bayesian inference
- gene expression data
- data model
- network model
- databases
- data sources
- reverse engineering
- data management
- data exchange
- data warehouse
- molecular biology
- probabilistic inference
- bayesian networks
- business intelligence
- structure learning
- neural network
- life sciences
- message passing
- particle filtering
- prior information
- query language
- database systems
- approximate inference
- artificial intelligence
- data sets