| An extensive comparative study of cluster validity indices O Arbelaitz, I Gurrutxaga, J Muguerza, JSM PéRez, II Perona Pattern Recognition 46 (1), 243-256, 2013 | 1403 | 2013 |
| Integrating public transportation in personalised electronic tourist guides A Garcia, P Vansteenwegen, O Arbelaitz, W Souffriau, MT Linaza Computers & Operations Research 40 (3), 758-774, 2013 | 148 | 2013 |
| 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 | 116 | 2010 |
| Personalized tourist route generation A Garcia, O Arbelaitz, MT Linaza, P Vansteenwegen, W Souffriau International Conference on Web Engineering, 486-497, 2010 | 95 | 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 | 92 | 2011 |
| 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 | 69 | 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, 2015 | 64 | 2015 |
| 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 | 64 | 2013 |
| Characterization of e-Government adoption in Europe A Yera, O Arbelaitz, O Jauregui, J Muguerza PLOS ONE 15 (4), e0231585, 2020 | 58 | 2020 |
| 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 | 58 | 2015 |
| Consolidated tree classifier learning in a car insurance fraud detection domain with class imbalance JM Pérez, J Muguerza, O Arbelaitz, I Gurrutxaga, JI Martín International Conference on Pattern Recognition and Image Analysis, 381-389, 2005 | 58 | 2005 |
| Intelligent routing system for a personalised electronic tourist guide A Garcia, MT Linaza, O Arbelaitz, P Vansteenwegen Information and communication technologies in tourism 2009, 185-197, 2009 | 53 | 2009 |
| 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 | 47 | 2008 |
| Hybrid approach for the public transportation time dependent orienteering problem with time windows A Garcia, O Arbelaitz, P Vansteenwegen, W Souffriau, MT Linaza International Conference on Hybrid Artificial Intelligence Systems, 151-158, 2010 | 42 | 2010 |
| Low cost parallel solutions for the VRPTW optimisation problem O Arbelaitz, C Rodriguez International Journal of Computational Science and Engineering 1 (2-4), 175-182, 2005 | 37 | 2005 |
| 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 (1), 45-63, 2013 | 36 | 2013 |
| 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 |
| 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 | 27 | 2021 |
| Solving multi constrained team orienteering problems to generate tourist routes A Garcia, P Vansteenwegen, W Souffriau, O Arbelaitz, M Linaza | 24 | 2009 |
| A new algorithm to build consolidated trees: study of the error rate and steadiness JM Pérez, J Muguerza, O Arbelaitz, I Gurrutxaga Intelligent Information Processing and Web Mining: Proceedings of the …, 2004 | 19 | 2004 |
Javier MuguerzaUniversity of the Basque countryVerified email at ehu.es
