| 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 | 1436 | 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 | 118 | 2010 |
| 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 | 65 | 2013 |
| 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 |
| 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 | 15 | 2023 |
| Sihc: A stable incremental hierarchical clustering algorithm I Gurrutxaga, O Arbelaitz, JI Martín, J Muguerza, JM Pérez, I Perona International Conference on Enterprise Information Systems 1, 300-304, 2009 | 14 | 2009 |
| Consolidated trees versus bagging when explanation is required JM Pérez, I Albisua, O Arbelaitz, I Gurrutxaga, JI Martín, J Muguerza, ... Computing 89, 113-145, 2010 | 13 | 2010 |
| Obtaining optimal class distribution for decision trees: comparative analysis of CTC and C4. 5 I Albisua, O Arbelaitz, I Gurrutxaga, JI Martín, J Muguerza, JM Pérez, ... Current Topics in Artificial Intelligence: 13th Conference of the Spanish …, 2010 | 13 | 2010 |
| Generation of the database gurekddcup I Perona, O Arbelaitz, I Gurrutxaga, JI Martın, J Muguerza, JM Perez Department of Education, Universities and Research of the Basque Government, 2017 | 10 | 2017 |
| Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting A Yera, J Muguerza, O Arbelaitz, I Perona, RN Keers, DM Ashcroft, ... International journal of medical informatics 129, 395-403, 2019 | 9 | 2019 |
| Histogram based payload processing for unsupervised anomaly detection systems in network intrusion I Perona, I Albisua, O Arbelaitz, I Gurrutxaga, J Martin, J Muguerza, ... Proc. of the 14th Portuguese Conference on Artificial Intelligence, 329-340, 2010 | 9 | 2010 |
| Adaptation of the User Navigation Scheme using Clustering and Frequent Pattern Mining Techiques for Profiling. O Arbelaitz, I Gurrutxaga, A Lojo, J Muguerza, JM Pérez, I Perona KDIR, 187-192, 2012 | 7 | 2012 |
| SAHN with SEP/COP and SPADE, to build a general web navigation adaptation system using server log information O Arbelaitz, I Gurrutxaga, A Lojo, J Muguerza, I Perona Advances in Artificial Intelligence: 14th Conference of the Spanish …, 2011 | 6 | 2011 |
| Inferring visual behaviour from user interaction data on a medical dashboard A Yera, J Muguerza, O Arbelaitz, I Perona, R Keers, D Ashcroft, ... Proceedings of the 2018 International Conference on Digital Health, 55-59, 2018 | 5 | 2018 |
| A navigation-log based web mining application to profile the interests of users accessing the web of Bidasoa Turismo O Arbelaitz, I Gurrutxaga, A Lojo, J Muguerza, JM Pérez, I Perona Proceedings from ENTER 2013 eTourism Conference. Innsbruck, Austria, 2013 | 5 | 2013 |
| Web mining for navigation problem detection and diagnosis in D iscapnet: A website aimed at disabled people O Arbelaitz, A Lojo, J Muguerza, I Perona Journal of the Association for Information Science and Technology 67 (8 …, 2016 | 4 | 2016 |
| Enhancing a web usage mining based tourism website adaptation with content information O Arbelaitz, I Gurrutxaga, A Lojo, J Muguerza, JM Pérez, I Perona International Conference on Knowledge Discovery and Information Retrieval 2 …, 2012 | 4 | 2012 |
| Global versus modular link prediction approach for discapnet: website focused to visually impaired people O Arbelaitz, A Lojo, J Muguerza, I Perona 2014 Federated Conference on Computer Science and Information Systems, 51-58, 2014 | 3 | 2014 |
| Web usage mining for automatic link generation O Arbelaitz, I Gurrutxaga, A Lojo, J Muguerza, JM Pérez, I Perona Procs. 10th Int. Work. on Modelling, Simulation, Verification and Validation …, 2012 | 3 | 2012 |
