A logical and algebraic treatment of conditional probability.
Tommaso FlaminioFranco MontagnaPublished in: Arch. Math. Log. (2005)
Keyphrases
- conditional probabilities
- probabilistic inference
- probabilistic knowledge
- bayesian networks
- probabilistic model
- probability distribution
- random variables
- joint distribution
- bayesian model
- inference rules
- posterior probability
- network parameters
- belief networks
- bayesian belief networks
- prior probabilities
- independence assumption
- class labels
- discrete random variables
- logical structure
- joint probability
- medical treatment
- algebraic structure
- logical operations