Iñigo Perona

21 papers C 1Misc 2Journal 9Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Towards active participant centric vertical federated learning: Some representations may be all you need.
Knowl. Based Syst.
Jon Irureta, Jon Imaz, Aizea Lojo, Javier Fernández-Marqués, Iñigo Perona, Marco González
2024 J jnl
Towards Active Participant-Centric Vertical Federated Learning: Some Representations May Be All You Need.
CoRR
Jon Irureta, Jon Imaz, Aizea Lojo, Marco González, Iñigo Perona
2023 J jnl
Diagnostic classification of Parkinson's disease based on non-motor manifestations and machine learning strategies.
Neural Comput. Appl.
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
2019 J jnl
Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting.
Int. J. Medical Informatics
Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo
2019 — conf
Towards automatic problem detection in web navigation based on client-side interaction data.
Interacción
Iñigo Perona, Ainhoa Yera, Olatz Arbelaitz, Javier Muguerza, J. Eduardo Pérez, Xabier Valencia
2018 — conf
Inferring Visual Behaviour from User Interaction Data on a Medical Dashboard.
DH
Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo
2018 — conf
Modeling the Navigation on Enrolment Web Information Area of a University Using Machine Learning Techniques.
CAEPIA
Ainhoa Yera, Iñigo Perona, Olatz Arbelaitz, Javier Muguerza
2016 J jnl
Web mining for navigation problem detection and diagnosis in Discapnet: A website aimed at disabled people.
J. Assoc. Inf. Sci. Technol.
Olatz Arbelaitz, Aizea Lojo, Javier Muguerza, Iñigo Perona
2014 C conf
Global versus modular link prediction approach for discapnet: website focused to visually impaired people.
FedCSIS
Olatz Arbelaitz, Aizea Lojo, Javier Muguerza, Iñigo Perona
2013 J jnl
An extensive comparative study of cluster validity indices.
Pattern Recognit.
Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2013 J jnl
Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it.
Expert Syst. Appl.
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús Maria Pérez, Iñigo Perona
2012 — conf
Adaptation of the User Navigation Scheme using Clustering and Frequent Pattern Mining Techiques for Profiling.
KDIR
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2012 — conf
Enhancing a Web Usage Mining based Tourism Website Adaptation with Content Information.
KDIR
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2011 — conf
SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information.
CAEPIA
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Iñigo Perona
2010 J jnl
Consolidated trees versus bagging when explanation is required.
Computing
Jesús M. Pérez, Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Iñigo Perona
2010 J jnl
SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index.
Pattern Recognit.
Ibai Gurrutxaga, Iñaki Albisua, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2009 — conf
Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5.
CAEPIA
Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2009 — conf
SIHC: A Stable Incremental Hierarchical Clustering Algorithm.
ICEIS (2)
Ibai Gurrutxaga, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2009 — conf
Unsupervised anomaly detection system for Nidis-s based on payload and probabilistic suffix trees.
IADIS AC (1)
Iñigo Perona, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez
2008 Misc conf
Evaluation of Malware clustering based on its dynamic behaviour.
AusDM
Ibai Gurrutxaga, Olatz Arbelaitz, Jesús M. Pérez, Javier Muguerza, José Ignacio Martín, Iñigo Perona
2008 Misc conf
Service-independent payload analysis to improve intrusion detection in network traffic.
AusDM
Iñigo Perona, Ibai Gurrutxaga, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez