Probalistic Network Construction Using the Minimum Description Length Principle

Structure Learning of Bayesian Networks by Genetic Algorithms: A Performance Analysis of Control Parameters

IEEE Transactions on Pattern Analysis and Machine Intelligence

Learning equivalence classes of bayesian-network structures

The Journal of Machine Learning Research

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

The Journal of Machine Learning Research

A chain-model genetic algorithm for Bayesian network structure learning

Proceedings of the 9th annual conference on Genetic and evolutionary computation

Evolved bayesian networks as a versatile alternative to partin tables for prostate cancer management

Proceedings of the 10th annual conference on Genetic and evolutionary computation

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 improved greedy search algorithm of Bayesian network structures for facial action units recognition

ICNC'09 Proceedings of the 5th international conference on Natural computation

A transformational characterization of equivalent Bayesian network structures

UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence

Strong completeness and faithfulness in Bayesian networks

UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence

Learning equivalence classes of Bayesian network structures

UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence

Properties of Bayesian belief network learning algorithms

UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence

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

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

Review: learning bayesian networks: Approaches and issues

The Knowledge Engineering Review

A comparison of learning algorithms for Bayesian networks: a case study based on data from an emergency medical service

Artificial Intelligence in Medicine