Technical Reports and Publications

This space holds technical reports and publications.

Mark Hall and Eibe Frank. Combining Naive bayes and decision tables. Proceedings of the 21st International Frorida AI Research Society Conference. AAAI Press. 2008.

Poster presentation for the above paper that was presented at FLAIRS 2008 on 15th May.

Eibe Frank and Mark Hall. Additive regression applied to a large-scale collaborative filtering problem. Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence. Springer-Verlag. 2008. (Our approach to the Netflix competition).

Martin Gütlein, Eibe Frank, Mark Hall, and Andreas Karwath. Large-scale attribute selection using wrappers. In Proc IEEE Symposium on Computational Intelligence and Data Mining. IEEE. 2009.

Mark Hall, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer, Peter Reutemann, and Ian H. Witten. The WEKA data mining software: an update. SIGKDD Explorations, 11(1):10-18, 2009.

Remco R. Bouckaert, Eibe Frank, Mark A. Hall, Geoffrey Holmes, Bernhard Pfahringer, Peter Reutemann, and Ian H. Witten. WEKA-experiences with a java open-source project. Journal of Machine Learning Research, 11:2533-2541, 2010.

Ian H. Witten, Eibe Frank, and Mark A. Hall. Data Mining: Practical Machine Learning Tools and Techniques. Morgan Kaufmann, Burlington, MA, 3 edition, 2011.