Constraint-based Causal Discovery: Conflict Resolution with Answer Set Programming.
Antti HyttinenFrederick EberhardtMatti JärvisaloPublished in: UAI (2014)
Keyphrases
- conflict resolution
- answer set programming
- causal discovery
- causal models
- logic programming
- causal relationships
- logic programs
- answer sets
- discovery process
- resolve conflicts
- directed acyclic graph
- answer set programs
- bayesian networks
- stable model semantics
- resolving conflicts
- conditional independence
- constraint satisfaction
- knowledge representation
- disjunctive logic programming
- disjunctive logic programs
- databases
- declarative programming
- incomplete information
- knowledge discovery
- computational complexity
- data mining