Consolidated Trees: Classifiers with Stable Explanation. A Model to Achieve the Desired Stability in Explanation
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José I. Martín
2005 - 3rd International Conference on Advances in Pattern Recognition (ICAPR-2005).
Oral communication
Analysis of structural convergence of Consolidated Trees when resampling is required
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José I. Martín
2004 - 3rd Australasian Data Mining Conference (AusDM04)
Oral communication
A New Algorithm to Build Consolidated Trees: Study of the error rate and steadiness
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
2004 - Intelligent Information Processing and Web Mining Conference (IIS:IIPWM 2004)
Oral communication
Consolidated Tree Construction Algorithm: Structurally Steady Trees
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
2004 - International Conference on Enterprise Information Systems (ICEIS-2004)
Oral communication
Behaviour of Consolidated Trees when using Resampling Techniques
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José I. Martín
2004 - 4th International Workshop on Pattern Recognition in Information Systems (PRIS-2004)
Workshop