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
Time-Dependent Density-Functional Theory in Massively Parallel Computer Architectures: the OCTOPUS Project
X. Andrade, Joseba Alberdi-Rodriguez, D.A. Strubbe, M.J.T. Oliveira, F. Nogueira, A. Castro, Javier Muguerza, Agustín Arruabarrena, S.G. Louie, A. Aspuru-Guzik, Angel Rubio, M.A.K. Marques
2012 - Journal of Physics: Condensed Matter
Aldizkariko artikulua
Datuen birlaginketa adimentsua ikasketa automatikoan
Iñaki Albisua, Aritz Lasarguren, Javier Muguerza, Jesús M. Pérez
2012 - Ekaia
Aldizkariko artikulua
Towards a standard methodology to evaluate cluster validity indices
Ibai Gurrutxaga, Javier Muguerza, Olatz Arbelaitz, Jesús M. Pérez, José I. Martín
2011 - Pattern Recognition Letters
Aldizkariko artikulua
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 I. Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2010 - Pattern Recognition
Aldizkariko artikulua
Consolidated Trees vs. Bagging when Explanation is required
Jesús M. Pérez, Olatz Arbelaitz, Iñaki Albisua, Ibai Gurrutxaga, José I. Martín, Javier Muguerza, Iñigo Perona
2010 - Computing
Aldizkariko artikulua
Combining multiple class distribution modified subsamples in a single tree
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José I. Martín
2007 - PATTERN RECOGNITION LETTERS
Aldizkariko artikulua
A real fuel distribution problem solved by a two phase parallel algorithm that combines simulated annealing and route building heuristics
Olatz Arbelaitz, Clemente Rodríguez
2005 - International Journal of Hybrid Intelligent Systems
Aldizkariko artikulua
Low cost parallel solutions for the VRPTW optimisation problem
Olatz Arbelaitz, Clemente Rodríguez
2005 - International Journal of Computational Science and Engineering
Aldizkariko artikulua
Comparison Of Systems Based On Evolutionary Search And Simulated Annealing To Solve The VRPTW Problem
Olatz Arbelaitz, Clemente Rodríguez
2004 - International Journal of Computational Intelligence and Applications
Aldizkariko artikulua