Analysis of the performance of a parallel implementation for the CTC algorithm
Ibai Gurrutxaga, Jesús M. Pérez, Olatz Arbelaitz, José I. Martín, Javier Muguerza
2006 - Workshop on state-of-the-art in Scientific and Parallel Computing (SCP-2006)
Workshop
The Effect of the Used Resampling Technique and Number of Samples in Consolidated Trees' Construction Algorithm
Ibai Gurrutxaga, Olatz Arbelaitz, Jesús M. Pérez, José I. Martín, Javier Muguerza
2006 - IADIS International Conference - Applied Computing 2006.
Ahozko aurkezpena
Consolidated Trees: an Analysis of Structural Convergence
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José I. Martín
2006 - Lecture Notes in Artificial Intelligence, Vol. 3755, Data Mining: Theory, Methodology, Techniques, and Applications.
Ahozko aurkezpena
Parallel implementation of CTC algorithm for a customer fidelisation problem
José I. Martín, Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
2005 - XVI Jornadas de Paralelismo (JP-2005) dentro del I Congreso Español de Informática (CEDI-2005)
Workshop
Consolidated Tree Classifier in a Car Insurance Fraud Detection Domain with Class Imbalance
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José I. Martín
2005 - 3rd International Conference on Advances in Pattern Recognition (ICAPR-2005).
Ahozko aurkezpena
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).
Ahozko aurkezpena
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)
Ahozko aurkezpena
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)
Ahozko aurkezpena
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)
Ahozko aurkezpena
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