Learning Causal Polytrees

A formal approach to using data distributions for building causal polytree structures

Information Sciences—Informatics and Computer Science: An International Journal

Learning causal networks from data: a survey and a new algorithm for recovering possibilistic causal networks

AI Communications

Searching for Bayesian network structures in the space of restricted acyclic partially directed graphs

Journal of Artificial Intelligence Research

Constructing Bayesian networks from association analysis

PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence

Review: learning bayesian networks: Approaches and issues

The Knowledge Engineering Review