Generation of the database gurekddcup
Iñigo Perona, Olatz Arbelaitz, Ibai Gurrutxaga, José I. Martín, Javier Muguerza, Jesús M. Pérez
2016 - Technical Report EHU-KAT-IK-02-16, University of the Basque Country (UPV/EHU)
Txosten teknikoa
BFPART: Best-First PART
Igor Ibarguren, Aritz Lasarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
2016 - Information Sciences
Aldizkariko artikulua
CTCHAID: extending the application of the consolidation methodology
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza
2015 - Progress in Artificial Intelligence. LNAI 9273. Pereira, F., Machado, P., Costa, E., Cardoso, A. (Eds.)
Ahozko aurkezpena
Coverage-based resampling: Building robust consolidated decision trees
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
2015 - Knowledge-Based Systems
Aldizkariko artikulua
An update of the J48Consolidated WEKA's class: CTC algorithm enhanced with the notion of coverage
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
2014 - Technical Report EHU-KAT-IK-02-14, University of the Basque Country (UPV/EHU)
Txosten teknikoa
Applying Resampling Methods for Imbalanced Datasets to not so Imbalanced Datasets
Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez
2013 - Lecture Notes in Artificial Intelligence, Vol. 8109, Advances in Artificial Intelligence. Springer-Verlag,
Ahozko aurkezpena
CTC: Competitive in an Analysis of Genetic based Algorithms for Rule Induction in Imbalanced Datasets
Olatz Arbelaitz, Ibai Gurrutxaga, Javier Infante, Javier Muguerza, Jesús M. Pérez
2013 - Actas de la XV Conferencia de la Asociación Española para la Inteligencia Artificial,
Ahozko aurkezpena
Clustering based navigation profiling in a tourism website using Cluster Validity Indices to select the best partition
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2013 - Actas de la XV Conferencia de la Asociación Española para la Inteligencia Artificial,
Ahozko aurkezpena
A Navigation-log based Web Mining Application to Profile the Interests of Users Accessing the Web of Bidasoa Turismo
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2013 - International Federation for Information Technology and Travel & Tourism (IFITT),
Ahozko aurkezpena
Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2013 - Expert Systems With Applications
Aldizkariko artikulua
