Qualitative Probabilistic Inference with Default Inheritance.
Paul D. ThornChristian EichhornGabriele Kern-IsbernerGerhard SchurzPublished in: DKB/KIK@KI (2015)
Keyphrases
- probabilistic inference
- probabilistic networks
- graphical models
- bayesian networks
- influence diagrams
- weighted model counting
- approximate inference
- conditional probabilities
- belief networks
- context specific independence
- message passing
- bayesian belief networks
- qualitative and quantitative
- probabilistic reasoning
- efficient inference
- bucket elimination
- elimination algorithm
- knowledge representation
- probabilistic model
- junction tree
- exact inference
- neural network
- graph cuts