| An extensive comparative study of cluster validity indices O Arbelaitz, I Gurrutxaga, J Muguerza, JM Pérez, I Perona Pattern recognition 46 (1), 243-256, 2013 | 1553 | 2013 |
| Time-dependent density-functional theory in massively parallel computer architectures: the octopus project X Andrade, J Alberdi-Rodriguez, DA Strubbe, MJT Oliveira, F Nogueira, ... Journal of Physics: Condensed Matter 24 (23), 233202, 2012 | 330 | 2012 |
| SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index I Gurrutxaga, I Albisua, O Arbelaitz, JI Martín, J Muguerza, JM Pérez, ... Pattern Recognition 43 (10), 3364-3373, 2010 | 128 | 2010 |
| Towards a standard methodology to evaluate internal cluster validity indices I Gurrutxaga, J Muguerza, O Arbelaitz, JM Pérez, JI Martín Pattern Recognition Letters 32 (3), 505-515, 2011 | 98 | 2011 |
| A modular neural network approach to fault diagnosis C Rodriguez, S Rementeria, JI Martín, A Lafuente, J Muguerza, J Perez IEEE Transactions on Neural Networks 7 (2), 326-340, 1996 | 91 | 1996 |
| Characterization of e-Government adoption in Europe A Yera, O Arbelaitz, O Jauregui, J Muguerza Plos one 15 (4), e0231585, 2020 | 74 | 2020 |
| Combining multiple class distribution modified subsamples in a single tree JM Pérez, J Muguerza, O Arbelaitz, I Gurrutxaga, JI Martín Pattern Recognition Letters 28 (4), 414-422, 2007 | 72 | 2007 |
| Analysis of introducing active learning methodologies in a basic computer architecture course O Arbelaitz, JI Martı, J Muguerza IEEE Transactions on Education 58 (2), 110-116, 2014 | 70 | 2014 |
| Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it O Arbelaitz, I Gurrutxaga, A Lojo, J Muguerza, JM Pérez, I Perona Expert Systems with applications 40 (18), 7478-7491, 2013 | 68 | 2013 |
| Consolidated tree classifier learning in a car insurance fraud detection domain with class imbalance JM Pérez, J Muguerza, O Arbelaitz, I Gurrutxaga, JI Martín Pattern Recognition and Data Mining: Third International Conference on …, 2005 | 64 | 2005 |
| Coverage-based resampling: Building robust consolidated decision trees I Ibarguren, JM Pérez, J Muguerza, I Gurrutxaga, O Arbelaitz Knowledge-Based Systems 79, 51-67, 2015 | 61 | 2015 |
| A real-time stress classification system based on arousal analysis of the nervous system by an F-state machine R Martinez, E Irigoyen, A Arruti, JI Martín, J Muguerza Computer methods and programs in biomedicine 148, 81-90, 2017 | 51 | 2017 |
| Service-independent payload analysis to improve intrusion detection in network traffic I Perona, I Gurrutxaga, O Arbelaitz, JI Martín, J Muguerza, JM Pérez Proceedings of the 7th Australasian Data Mining Conference-Volume 87, 171-178, 2008 | 48 | 2008 |
| Support resource based on standards for accessible e-Government transactional services L Moreno, P Martínez, J Muguerza, J Abascal Computer Standards & Interfaces 58, 146-157, 2018 | 42 | 2018 |
| The quest for the optimal class distribution: an approach for enhancing the effectiveness of learning via resampling methods for imbalanced data sets I Albisua, O Arbelaitz, I Gurrutxaga, A Lasarguren, J Muguerza, JM Pérez Progress in Artificial Intelligence 2, 45-63, 2013 | 39 | 2013 |
| A survey of the parallel performance and accuracy of Poisson solvers for electronic structure calculations P García‐Risueño, J Alberdi‐Rodriguez, MJT Oliveira, X Andrade, ... Journal of computational chemistry 35 (6), 427-444, 2014 | 38 | 2014 |
| A generalization performance study using deep learning networks in embedded systems J Gorospe, R Mulero, O Arbelaitz, J Muguerza, MÁ Antón Sensors 21 (4), 1031, 2021 | 33 | 2021 |
| A self-paced relaxation response detection system based on galvanic skin response analysis R Martinez, A Salazar-Ramirez, A Arruti, E Irigoyen, JI Martin, J Muguerza IEEE Access 7, 43730-43741, 2019 | 33 | 2019 |
| Evaluation of malware clustering based on its dynamic behaviour I Gurrutxaga, O Arbelaitz, JM Perez, J Muguerza, JI Martin, I Perona Proceedings of the 7th Australasian Data Mining Conference-Volume 87, 163-170, 2008 | 31 | 2008 |
| Diagnostic classification of Parkinson’s disease based on non-motor manifestations and machine learning strategies M Martinez-Eguiluz, O Arbelaitz, I Gurrutxaga, J Muguerza, I Perona, ... Neural Computing and Applications 35 (8), 5603-5617, 2023 | 26 | 2023 |
