Multi-scale modeling of gene regulatory networks via integration of temporal and topological biological data.
George DimitrakopoulosKyriakos N. SgarbasKonstantina DimitrakopoulouAndrei DragomirAnastasios BezerianosIoannis A. MaraziotisPublished in: EMBC (2012)
Keyphrases
- biological data
- gene regulatory networks
- data integration
- high throughput
- systems biology
- molecular biology
- data analysis
- statistical methods
- regulatory networks
- microarray data
- biological networks
- biological processes
- reverse engineering
- gene expression data
- dynamic bayesian networks
- gene networks
- knowledge discovery
- protein protein interactions
- data sources
- databases
- network model
- microarray
- structure learning
- data management
- data warehouse
- data mining
- bayesian inference
- data processing
- data model
- bayesian networks
- genome wide
- learning algorithm
- data sets
- biological knowledge