Probabilistic Inference in SWI-Prolog.
Fabrizio RiguzziJan WielemakerRiccardo ZesePublished in: PLP@ILP (2018)
Keyphrases
- probabilistic inference
- graphical models
- context specific independence
- belief networks
- bayesian networks
- logic programming
- weighted model counting
- influence diagrams
- efficient inference
- conditional probabilities
- bayesian belief networks
- programming language
- message passing
- approximate inference
- probabilistic reasoning
- bucket elimination
- exact inference
- expert systems
- knowledge representation
- variable elimination
- knowledge base
- data sets
- artificial neural networks
- elimination algorithm