On conditional probabilities and their canonical extensions to Boolean algebras of compound conditionals.
Tommaso FlaminioAngelo GilioLluís GodoGiuseppe SanfilippoPublished in: Int. J. Approx. Reason. (2023)
Keyphrases
- conditional probabilities
- probability distribution
- bayesian networks
- probabilistic inference
- probabilistic model
- joint distribution
- belief networks
- random variables
- bayesian belief networks
- posterior probability
- network parameters
- prior probabilities
- main idea consists
- class labels
- graphical models
- joint probability
- discrete random variables
- causal knowledge
- belief revision
- reinforcement learning
- bayesian model
- data mining
- unsupervised learning
- conditional distributions