Igor Ibarguren

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 5

Top Topics

Knowledge Engineers

Recursive Functions

Ensemble Selection

Top Venues

Knowl. Based Syst.

Expert Syst. J. Knowl. Eng.

Publications

Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ainhoa Yera
PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability. Inf. Sci. 583 (2022)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
UnPART: PART without the 'partial' condition of it. Inf. Sci. 465 (2018)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga
CT ;lt;DT>: Extending the application of the consolidation methodology even further. Expert Syst. J. Knowl. Eng. 34 (5) (2017)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Daniel Rodríguez, Rachel Harrison
The Consolidated Tree Construction algorithm in imbalanced defect prediction datasets. CEC (2017)
Igor Ibarguren, Aritz Lasarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
BFPART: Best-First PART. Inf. Sci. (2016)
Igor Ibarguren, Jesús Maria Pérez, Javier Muguerza
CTCHAID: Extending the Application of the Consolidation Methodology. EPIA (2015)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
Corrigendum to "Coverage-based resampling: Building robust consolidated decision trees" [Knowledge-Based Systems 79(2015)51-67]. Knowl. Based Syst. 90 (2015)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
Coverage-based resampling: Building robust consolidated decision trees. Knowl. Based Syst. 79 (2015)