Sound approximate reasoning about saturated conditional probabilistic independence under controlled uncertainty.
Sebastian LinkPublished in: J. Appl. Log. (2013)
Keyphrases
- conditional probabilities
- uncertain data
- probabilistic knowledge
- independence assumption
- bayesian networks
- probability theory
- decision theory
- probabilistic model
- probability distribution
- conditional independence
- qualitative reasoning
- inference process
- probabilistic inference
- belief networks
- generative model
- spatial reasoning
- posterior probability
- knowledge base
- formal theory
- data driven
- handling uncertainty
- probability measures
- utility independence
- exact and approximate
- possibility theory
- probabilistic logic
- probabilistic reasoning
- belief functions
- random variables