<-- Back to the bibliography Ensemble Learning Tutorials
Some essential reading, recent tutorials on ensemble learning. If you have written one recently - please mail me a link!
- Ensemble-Based Systems in Decision Making
Robi Polikar, IEEE CSM 2006
- Popular Ensemble Methods: An Empirical Study
Opitz and Maclin, Journal of AI Research 1999 (html version)
- Ensemble Methods in Machine Learning
Tom Dietterich, 2000
- Ensemble Diversity Creation Methods: A Survey and Categorisation
Brown, Wyatt, Harris and Yao, Information Fusion 2005
- The Boosting Approach to Machine Learning: An Overview
Rob Schapire, 2002
- Various Boosting tutorials
Maintained by Rob Schapire
- Multiple Classifier Systems: Back to the Future
J. Ghosh, Workshop on Multiple Classifier Systems 2002