Compacting Boolean Formulae for Inference in Probabilistic Logic Programming.
Theofrastos MantadelisDimitar Sht. ShterionovGerda JanssensPublished in: LPNMR (2015)
Keyphrases
- logic programming
- probabilistic reasoning
- boolean formulae
- logic programs
- bayesian networks
- probabilistic logic
- nonmonotonic reasoning
- knowledge representation
- deductive databases
- belief networks
- programming language
- answer sets
- knowledge base
- automated reasoning
- inductive logic programming
- defeasible logic programming
- expressive power
- artificial intelligence
- statistical relational learning
- conditional probabilities
- machine learning
- orders of magnitude
- description logics
- learning algorithm