Igor Ibarguren

According to our database, Igor Ibarguren authored at least 8 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2022

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

Inf. Sci., 2022

2018

UnPART: PART without the 'partial' condition of it.

Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz

Inf. Sci., 2018

2017

CT ;lt;DT>: Extending the application of the consolidation methodology even further.

Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga

Expert Syst. J. Knowl. Eng., 2017

The Consolidated Tree Construction algorithm in imbalanced defect prediction datasets.

Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Daniel Rodríguez, Rachel Harrison

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

BFPART: Best-First PART.

Igor Ibarguren, Aritz Lasarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz

Inf. Sci., 2016

2015

Corrigendum to "Coverage-based resampling: Building robust consolidated decision trees" [Knowledge-Based Systems 79(2015)51-67].

Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz

Knowl. Based Syst., 2015

Coverage-based resampling: Building robust consolidated decision trees.

Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz

Knowl. Based Syst., 2015

CTCHAID: Extending the Application of the Consolidation Methodology.

Igor Ibarguren, Jesús Maria Pérez, Javier Muguerza

Proceedings of the Progress in Artificial Intelligence, 2015