Inference of k-Testable Directed Acyclic Graph Languages.
Damián LópezJorge Calera-RubioAntonio Javier Gallego SánchezPublished in: ICGI (2012)
Keyphrases
- directed acyclic graph
- grammatical inference
- random variables
- conditional independence
- equivalence class
- independence relations
- directed graph
- expressive power
- bayesian network structure
- transitive closure
- causal models
- connected subgraphs
- structural learning
- bayesian networks
- inference process
- observational data
- equivalence classes
- probabilistic inference
- language independent
- undirected graph
- knowledge representation languages
- event calculus
- causal discovery
- bayesian network structures
- structural equation models
- shortest path problem
- scoring metrics
- cross lingual
- function free horn