Integrity Constraints in ILP Using a Monte Carlo Approach.
Alípio JorgePavel BrazdilPublished in: Inductive Logic Programming Workshop (1996)
Keyphrases
- monte carlo
- integrity constraints
- inductive logic programming
- deductive databases
- integrity checking
- markov chain
- functional dependencies
- monte carlo simulation
- query answering
- conjunctive queries
- database schema
- constraint checking
- importance sampling
- database integrity
- inclusion dependencies
- monte carlo methods
- monte carlo tree search
- adaptive sampling
- xml documents
- variance reduction
- matrix inversion
- database transactions
- database
- first order logic
- machine learning