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Iñigo Perona
Iñigo Perona
Researcher in Computer Science, University of the Basque Country (UPV/EHU)
Verified email at ehu.eus
Title
Cited by
Cited by
Year
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
13882013
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
1162010
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
642013
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
462008
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
312008
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
142010
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
142009
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
112010
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
92017
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
82023
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
82019
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
82010
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
72012
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
62011
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
52018
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
52013
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
42016
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
42012
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
32014
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
32012
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