Inference of gene regulatory networks via multiple data sources and a recommendation method.
Makbule Gulcin OzsoyFaruk PolatReda AlhajjPublished in: BIBM (2015)
Keyphrases
- gene regulatory networks
- multiple data sources
- dynamic bayesian networks
- bayesian inference
- data sources
- biological data
- gene expression data
- network model
- reverse engineering
- data integration
- databases
- multi source
- multiple sources
- belief networks
- structure learning
- heterogeneous data sources
- heterogeneous sources
- bayesian networks
- data warehouse
- approximate inference
- particle filtering
- probabilistic inference
- microarray
- high throughput
- software engineering
- object oriented
- probabilistic model