A Branch-and-Bound Algorithm for MDL Learning Bayesian Networks

Data mining of Bayesian networks using cooperative coevolution

Decision Support Systems

A Scoring Function for Learning Bayesian Networks based on Mutual Information and Conditional Independence Tests

The Journal of Machine Learning Research

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

Journal of Artificial Intelligence Research

Mutual information preconditioning improves structure learning of Bayesian networks from medical databases

IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks

An Efficient Algorithm for Learning Bayesian Networks from Data

Fundamenta Informaticae - From Mathematical Beauty to the Truth of Nature: to Jerzy Tiuryn on his 60th Birthday

Parent assignment is hard for the MDL, AIC, and NML costs

COLT'06 Proceedings of the 19th annual conference on Learning Theory