Consistent k-graphs

Supplementary material

Alexandra M. Carvalho, Arlindo L. Oliveira and Marie-France Sagot

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Get a preprint: pdf

If you use CkG Bayesian networks classifiers in your research, please cite:

• Alexandra M. Carvalho, Arlindo L. Oliveira and Marie-France Sagot, Efficient learning of Bayesian network classifiers: An extension to the TAN classifier, In M. A. Orgun and J. Thornton, editors, Proceedings of the 20th Australian Joint Conference on Artificial Intelligence, pages 16-25. Springer-Verlag, 2007.

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The Combinatorica package extended with learning of CkG classifiers is available under request and includes:

• Chow-Liu tree learning algorithm (1968) and its extensions for finding optimal branchings.
• Edmond's algorithm (1967), non-recursive version.
• Algorithm to learn TAN classifiers proposed by Friedman, Geiger and Goldszmidt (1997).

Further information

For any help please contact Alexandra M. Carvalho at .