Tractable Induction and Classification in First Order Logic Via Stochastic Matching.
Michèle SebagCéline RouveirolPublished in: IJCAI (2) (1997)
Keyphrases
- first order logic
- expressive power
- inductive logic programming
- theorem proving
- propositional logic
- inference rules
- knowledge representation
- probabilistic reasoning
- relational algebra
- theorem prover
- machine learning
- representation language
- transitive closure
- markov logic
- probabilistic graphical models
- horn clauses
- text classification
- constraint databases
- pattern matching
- computational complexity
- matching algorithm
- markov networks
- np complete
- document classification
- conditional random fields
- bayesian networks
- relational structures
- artificial intelligence