Iñaki Albisua

发表

C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2011, CAEPIA.

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, 2013, Progress in Artificial Intelligence.

Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2009, CAEPIA.

Consolidated trees versus bagging when explanation is required

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2010, Computing.

SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2010, Pattern Recognit..

Histogram based payload processing for unsupervised anomaly detection systems in network intrusion

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2009 .