Driven PCTBagging: Seeking greater discriminating capacity for the same level of interpretability
Jesús M. Pérez, Olatz Arbelaitz, Javier Muguerza
2024 - Advances in Artificial Intelligence, Lecture Notes in Computer Science: 20th Conference of the Spanish Association for Artificial Intelligence (CAEPIA'24), Proceedings
Liburu kapitulua
PCTBagging: From Inner Ensembles to Ensembles. A trade-off between Discriminating Capacity and Interpretability
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ainhoa Yera
2022 - Information Sciences
Aldizkariko artikulua
Inteligencia Artificial
Nerea Ezeiza, Itziar Irigoien, Alexander Mendiburu, Jesús M. Pérez
2021 - Trépanos
Aldizkariko artikulua
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
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
Aldizkariko artikulua
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
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)
Txosten teknikoa
BFPART: Best-First PART
Igor Ibarguren, Aritz Lasarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
2016 - Information Sciences
Aldizkariko artikulua