Evaluation of Malware clustering based on its dynamic behaviour
Ibai Gurrutxaga, Olatz Arbelaitz, Jesús M. Pérez, Javier Muguerza, José I. Martín, Iñigo Perona
2008 - 7th Australasian Data Mining Conference (AusDM08)
Oral communication
CTC: An Alternative to Extract Explanation from Bagging (Selected papers CAEPIA 2007)
Ibai Gurrutxaga, Jesús M. Pérez, Olatz Arbelaitz, Javier Muguerza, José I. Martín, Ander Ansuategi
2007 - XII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA-2007)
Oral communication
Parallel implementations of CTC based on OpenMP and MPI
Javier Muguerza, Ibai Gurrutxaga, José I. Martín, Olatz Arbelaitz, Jesús M. Pérez
2007 - XVIII Jornadas de Paralelismo (JP-2007)
Workshop
Comparison of two strategies, CTC and CMM, to combine m classifiers in a single comprehensible one
Ibai Gurrutxaga, Ander Ansuategi, Olatz Arbelaitz, Jesús M. Pérez, Javier Muguerza, José I. Martín
2006 - 6th Industrial Conference on Data Mining, ICDM06
Poster
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.
Oral communication
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.
Oral communication
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).
Oral communication
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