Information Flow on Directed Acyclic Graphs.
Michael S. DondersSara Miner MorePavel NaumovPublished in: WoLLIC (2011)
Keyphrases
- information flow
- directed acyclic graph
- equivalence class
- social networks
- structural learning
- flow analysis
- supply chain
- information flows
- directed graph
- causal models
- random variables
- equivalence classes
- communication networks
- bayesian network structure
- conditional independence
- multi context systems
- undirected graph
- causal discovery
- causal reasoning
- observational data
- information security
- anomaly detection
- markov property
- independence relations
- probability distribution