Probabilistic Reasoning in Bayesian Networks: A Relational Database Approach.
S. K. Michael WongDan WuCory J. ButzPublished in: Canadian Conference on AI (2003)
Keyphrases
- probabilistic reasoning
- bayesian networks
- relational databases
- relational models
- reasoning under uncertainty
- probabilistic inference
- probabilistic logic
- databases
- database
- relational model
- markov logic networks
- qualitative probabilistic networks
- graphical models
- xml documents
- structure learning
- conditional independence
- hidden variables
- probability distribution
- conditional probabilities
- relational data
- statistical relational learning
- object oriented
- probabilistic model
- neural network
- probabilistic knowledge
- data model
- random variables
- first order logic
- influence diagrams
- knowledge representation
- logic programming
- bayesian belief networks
- trade off
- learning algorithm
- belief networks