Gene regulatory network inference: Data integration in dynamic models - A review.
Michael HeckerSandro LambeckSusanne TöpferEugene P. van SomerenReinhard GuthkePublished in: Biosyst. (2009)
Keyphrases
- data integration
- dynamic model
- gene regulatory networks
- biological data
- undirected graphical models
- dynamic bayesian networks
- bayesian inference
- data model
- data exchange
- databases
- experimental data
- data management
- data sources
- graphical models
- gene expression data
- reverse engineering
- bayesian networks
- conditional random fields
- data warehouse
- probabilistic inference
- exact inference
- network model
- structure learning
- schema mappings
- molecular biology
- belief propagation
- business intelligence
- prior information
- knowledge discovery
- database systems
- decision making
- artificial intelligence