Causal Reasoning on Biological Networks: Interpreting Transcriptional Changes - (Extended Abstract).
Leonid ChindelevitchDaniel ZiemekAhmed EnayetallahRanjit RandhawaBen SiddersChristoph BrockelEnoch S. HuangPublished in: RECOMB (2011)
Keyphrases
- extended abstract
- causal reasoning
- biological networks
- biological processes
- systems biology
- gene expression
- regulatory networks
- biological data
- microarray data
- gene regulatory networks
- functional modules
- biological systems
- complex networks
- graph mining
- microarray
- protein protein interactions
- causal models
- directed acyclic graph
- protein protein interaction networks
- transcription factors
- pattern mining
- link prediction
- binding sites
- network analysis
- community structure
- high throughput
- knowledge representation
- community detection
- markov chain
- data sources
- protein interaction networks
- biologically inspired
- data sets
- feature selection
- databases