From relational databases to belief networks

Modified Component Valuations in Valuation Based Systems as a Way to Optimize Query Processing

Journal of Intelligent Information Systems

The Relational Structure of Belief Networks

Journal of Intelligent Information Systems

Current Approaches to Handling Imperfect Information in Data and Knowledge Bases

IEEE Transactions on Knowledge and Data Engineering

A construction of Bayesian networks from databases based on an MDL principle

UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence