Iñaki Albisua

According to our database, Iñaki Albisua authored at least 5 papers between 2009 and 2013.

Collaborative distances:

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

2013

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

2011

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

Proceedings of the Advances in Artificial Intelligence, 2011

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

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

2009

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

Proceedings of the Current Topics in Artificial Intelligence, 2009