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,
Hitzaldia
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,
Hitzaldia
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),
Hitzaldia
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
An Extensive Comparative Study of Cluster Validity Indices
Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2013 - Pattern Recognition
Aldizkariko artikulua
Integrating public transportation in personalised electronic tourist guides
Ander García, Pieter Vansteenwegen, Olatz Arbelaitz, Wouter Souffria, Maria T. Linaza.
2013 - Computers & Operations Research
Aldizkariko artikulua
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
2013 - Progress in Artificial Intelligence
Aldizkariko artikulua
J48Consolidated: An implementation of CTC algorithm for WEKA
Olatz Arbelaitz, Ibai Gurrutxaga, Fernando Lozano, Javier Muguerza, Jesús M. Pérez
2013 - Technical Report EHU-KAT-IK-05-13, University of the Basque Country (UPV/EHU)
Txosten teknikoa
Enhancing a Web Usage Mining based Tourism Website Adaptation with Content Information
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2012 - Institute for Systems and Technologies of Information, Control and Communication, AAAI.
Hitzaldia
Adaptation of the User Navigation Scheme using Clustering and Frequent Pattern Mining Techniques for Profiling
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2012 - Institute for Systems and Technologies of Information, Control and Communication, AAAI.
Hitzaldia