UnPART: PART without the 'partial' condition of it
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
2018 - Information Sciences
Aldizkariko artikulua
The Consolidated Tree Construction Algorithm in Imbalanced Defect Prediction Datasets
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Daniel Rodriguez, Rachel Harrison
2017 - Evolutionary Methods and Machine Learning in SE, Testing and SE Repositories. Proccedings of the 2017 IEEE Congress on Evolutionary Computation (CEC2017)
Ahozko aurkezpena
CT<DT>: Extending the application of the consolidation methodology even further
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga
2017 - Expert Systems
Aldizkariko artikulua
J48Consolidated WEKA paketea, adibide ezohikoen patroiak identifikatzeko tresna
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza
2016 - Ekaia
Aldizkariko artikulua
BFPART: Best-First PART
Igor Ibarguren, Aritz Lasarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
2016 - Information Sciences
Aldizkariko artikulua
CTCHAID: extending the application of the consolidation methodology
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza
2015 - Progress in Artificial Intelligence. LNAI 9273. Pereira, F., Machado, P., Costa, E., Cardoso, A. (Eds.)
Ahozko aurkezpena
Coverage-based resampling: Building robust consolidated decision trees
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
2015 - Knowledge-Based Systems
Aldizkariko artikulua
An update of the J48Consolidated WEKA's class: CTC algorithm enhanced with the notion of coverage
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
2014 - Technical Report EHU-KAT-IK-02-14, University of the Basque Country (UPV/EHU)
Txosten teknikoa