Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitative Probabilistic Assesments
Fábio Gagliardi CozmanCassio Polpo de CamposJaime Shinsuke IdeJosé Carlos Ferreira da RochaPublished in: CoRR (2012)
Keyphrases
- bayesian networks
- statistical relational learning
- relational domains
- probabilistic logic
- probabilistic networks
- probabilistic reasoning
- uncertain knowledge
- probabilistic relational models
- qualitative knowledge
- qualitative information
- relational data
- probabilistic knowledge
- graphical models
- probabilistic model
- posterior probability
- bayesian logic programs
- structure learning
- conditional probabilities
- inference in bayesian networks
- relational models
- propositional logic
- first order logic
- relational learning
- conditional independence
- probability theory
- random variables
- probability distribution
- probabilistic inference
- markov networks
- probabilistic relational
- incomplete data
- qualitative and quantitative
- relational databases
- markov logic
- markov logic networks
- multi relational
- generative model
- probabilistic inductive logic programming
- belief networks
- naive bayes
- variable elimination
- structured representations
- hidden variables
- possibility theory
- xml documents
- joint probability distributions