Inferring (Biological) Signal Transduction Networks via Transitive Reductions of Directed Graphs
Réka AlbertBhaskar DasGuptaRiccardo DondiEduardo D. SontagPublished in: Electron. Colloquium Comput. Complex. (2006)
Keyphrases
- directed graph
- signal transduction
- biological systems
- biological networks
- random walk
- mathematical modeling
- graph structures
- complex systems
- undirected graph
- directed acyclic graph
- functional modules
- biologically inspired
- protein protein interactions
- highly complex
- cellular processes
- graph structure
- systems biology
- biological processes
- biological data
- biologically meaningful
- machine learning
- network model
- network analysis
- community structure
- data acquisition
- level set
- reinforcement learning