Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5. - Iñaki Albisua; Olatz Arbelaitz; Ibai Gurrutxaga; José Ignacio Martín; Javier Muguerza; Jesús M. Pérez; Iñigo Perona (CAEPIA, 2009)

Consolidated trees versus bagging when explanation is required. - Jesús M. Pérez; Iñaki Albisua; Olatz Arbelaitz; Ibai Gurrutxaga; José Ignacio Martín; Javier Muguerza; Iñigo Perona (Computing, 2010)

SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index. - Ibai Gurrutxaga; Iñaki Albisua; Olatz Arbelaitz; José Ignacio Martín; Javier Muguerza; Jesús M. Pérez; Iñigo Perona (Pattern Recognit., 2010)

C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems. - Iñaki Albisua; Olatz Arbelaitz; Ibai Gurrutxaga; Javier Muguerza; Jesús M. Pérez (CAEPIA, 2011)

The quest for the optimal class distribution: an approach for enhancing the effectiveness of learning via resampling methods for imbalanced data sets. - Iñaki Albisua; Olatz Arbelaitz; Ibai Gurrutxaga; Aritz Lasarguren; Javier Muguerza; Jesús M. Pérez (Prog. Artif. Intell., 2013)