A Logic with Coherent Conditional Probabilities.
Nebojsa IkodinovicZoran OgnjanovicPublished in: ECSQARU (2005)
Keyphrases
- conditional probabilities
- probability distribution
- bayesian networks
- probabilistic model
- probabilistic inference
- joint distribution
- bayesian model
- random variables
- belief networks
- causal knowledge
- bayesian belief networks
- posterior probability
- bayesian network structure
- class labels
- probabilistic knowledge
- network parameters
- logic programming
- modal logic
- inference rules
- prior probabilities
- discrete random variables
- joint probability
- independence assumption
- graphical models
- training set
- information extraction
- multi dimensional
- probability measures
- machine learning
- logic programs