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2020 – today
- 2023
[j7]Maitane Martinez-Eguiluz
, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Iñigo Perona, Ane Murueta-Goyena, Marian Acera, Rocio Del Pino, Beatriz Tijero, Juan Carlos Gomez-Esteban, Iñigo Gabilondo:
Diagnostic classification of Parkinson's disease based on non-motor manifestations and machine learning strategies. Neural Comput. Appl. 35(8): 5603-5617 (2023)
2010 – 2019
- 2019
- [j6]Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo:
Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting. Int. J. Medical Informatics 129: 395-403 (2019) - [c12]Iñigo Perona, Ainhoa Yera, Olatz Arbelaitz, Javier Muguerza, J. Eduardo Pérez, Xabier Valencia:
Towards automatic problem detection in web navigation based on client-side interaction data. Interacción 2019: 41:1-41:4 - 2018
- [c11]Ainhoa Yera, Iñigo Perona, Olatz Arbelaitz, Javier Muguerza:
Modeling the Navigation on Enrolment Web Information Area of a University Using Machine Learning Techniques. CAEPIA 2018: 307-316 - [c10]Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo:
Inferring Visual Behaviour from User Interaction Data on a Medical Dashboard. DH 2018: 55-59 - 2016
- [j5]Olatz Arbelaitz, Aizea Lojo, Javier Muguerza, Iñigo Perona:
Web mining for navigation problem detection and diagnosis in Discapnet: A website aimed at disabled people. J. Assoc. Inf. Sci. Technol. 67(8): 1916-1927 (2016) - 2014
- [c9]Olatz Arbelaitz, Aizea Lojo, Javier Muguerza, Iñigo Perona:
Global versus modular link prediction approach for discapnet: website focused to visually impaired people. FedCSIS 2014: 51-58 - 2013
- [j4]Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús Maria Pérez, Iñigo Perona:
Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it. Expert Syst. Appl. 40(18): 7478-7491 (2013) - [j3]Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez, Iñigo Perona:
An extensive comparative study of cluster validity indices. Pattern Recognit. 46(1): 243-256 (2013) - 2012
- [c8]Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona:
Adaptation of the User Navigation Scheme using Clustering and Frequent Pattern Mining Techiques for Profiling. KDIR 2012: 187-192 - [c7]Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona:
Enhancing a Web Usage Mining based Tourism Website Adaptation with Content Information. KDIR 2012: 287-292 - 2011
- [c6]Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Iñigo Perona:
SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information. CAEPIA 2011: 413-422 - 2010
- [j2]Jesús M. Pérez, Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Iñigo Perona:
Consolidated trees versus bagging when explanation is required. Computing 89(3-4): 113-145 (2010) - [j1]Ibai Gurrutxaga, Iñaki Albisua, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona:
SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index. Pattern Recognit. 43(10): 3364-3373 (2010)
2000 – 2009
- 2009
- [c5]Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona:
Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5. CAEPIA 2009: 101-110 - [c4]Iñigo Perona, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez:
Unsupervised anomaly detection system for Nidis-s based on payload and probabilistic suffix trees. IADIS AC (1) 2009: 11-18 - [c3]Ibai Gurrutxaga, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona:
SIHC: A Stable Incremental Hierarchical Clustering Algorithm. ICEIS (2) 2009: 300-304 - 2008
- [c2]Ibai Gurrutxaga, Olatz Arbelaitz, Jesús M. Pérez, Javier Muguerza, José Ignacio Martín, Iñigo Perona:
Evaluation of Malware clustering based on its dynamic behaviour. AusDM 2008: 163-170 - [c1]Iñigo Perona, Ibai Gurrutxaga, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez:
Service-independent payload analysis to improve intrusion detection in network traffic. AusDM 2008: 171-178
Coauthor Index
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