Causal reasoning on biological networks: interpreting transcriptional changes.
Leonid ChindelevitchDaniel ZiemekAhmed EnayetallahRanjit RandhawaBen SiddersChristoph BrockelEnoch S. HuangPublished in: Bioinform. (2012)
Keyphrases
- causal reasoning
- biological networks
- biological processes
- systems biology
- biological data
- gene expression
- regulatory networks
- microarray data
- gene regulatory networks
- functional modules
- biological systems
- complex networks
- causal models
- graph mining
- protein protein interactions
- directed acyclic graph
- microarray
- pattern mining
- transcription factors
- protein protein interaction networks
- binding sites
- link prediction
- network model
- protein interaction networks
- community detection
- network analysis
- gene expression data
- structural properties
- knowledge discovery
- high throughput
- data sets
- default logic
- data integration