UnPART: PART without the 'partial' condition of it
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
2018 - Information Sciences
Artículo en revista
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)
Presentación oral
Analysis of several decision fusion strategies for clustering validation. Strategy definition, experiments and validation
Ainhoa Yera, Olatz Arbelaitz, José Luis Jodra, Ibai Gurrutxaga, Jesús M. Pérez, Javier Muguerza
2017 - Pattern Recognition Letters
Artículo en revista
CT<DT>: Extending the application of the consolidation methodology even further
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga
2017 - Expert Systems
Artículo en revista
J48Consolidated WEKA paketea, adibide ezohikoen patroiak identifikatzeko tresna
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza
2016 - Ekaia
Artículo en revista
Generation of the database gurekddcup
Iñigo Perona, Olatz Arbelaitz, Ibai Gurrutxaga, José I. Martín, Javier Muguerza, Jesús M. Pérez
2016 - Technical Report EHU-KAT-IK-02-16, University of the Basque Country (UPV/EHU)
Informe técnico
BFPART: Best-First PART
Igor Ibarguren, Aritz Lasarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
2016 - Information Sciences
Artículo en revista
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.)
Presentación oral
Coverage-based resampling: Building robust consolidated decision trees
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
2015 - Knowledge-Based Systems
Artículo en revista
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)
Informe técnico