plingo: A system for probabilistic reasoning in clingo based on lpmln.
Susana HahnTomi JanhunenRoland KaminskiJavier RomeroNicolas RühlingTorsten SchaubPublished in: CoRR (2022)
Keyphrases
- probabilistic reasoning
- bayesian networks
- reasoning under uncertainty
- probabilistic inference
- probabilistic logic
- first order logic
- belief networks
- knowledge representation
- constraint satisfaction
- default reasoning
- logic programming
- trade off
- graphical models
- logic programs
- qualitative probabilistic networks
- higher order
- probability distribution
- np hard
- expert systems
- probabilistic knowledge
- high level
- data mining
- artificial neural networks
- machine learning