Towards active participant centric vertical federated learning: Some representations may be all you need
Jon Irureta, Jon Imaz, Aizea Lojo, Javier Fernandez-Marques, Iñigo Perona, Marco González
2026 - Knowledge-Based Systems
Journal paper
Data-Centric Pruning and Region-Weighted Loss for Robust Gaze Vector Estimation
Alejandro García de la Santa, Adrián Carrizo-Pérez, Ane Zulaika, Francisco J. Iriarte, Luis Unzueta, Iñigo Perona, Jose Luis Jodra, Arantxa Villanueva
2026 - IEEE Signal Processing Letters
Journal paper
Diagnostic classification of Parkinson's disease based on non-motor manifestations and machine learning strategies
Maitane Martinez-Eguiluz, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Iñigo Perona, Ane Murueta-Goyena, Marian Acera, Rocío Del Pino, Beatriz Tijero, Juan Carlos Gomez-Esteban, Iñigo Gabilondo
2023 - Neural Computing and Applications
Journal paper
Automatic Web Navigation Problem Detection Based on Client-Side Interaction Data
Ainhoa Yera, Iñigo Perona, Olatz Arbelaitz , Javier Muguerza, J. Eduardo Pérez, Xabier Valencia
2021 - Human-centric Computing and Information Sciences
Journal paper
Arbel mediko baten erabileraren azterketa: nolako elkarrekintza halako portaera-bisuala
Ainhoa Yera , Olatz Arbelaitz , Javier Muguerza, Iñigo Perona, Markel Vigo
2020 - Ekaia
Journal paper
Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting
Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo
2019 - International Journal of Medical Informatics
Journal paper
Web mining for navigation problem detection and diagnosis in Discapnet: a website aimed at disabled people
Olatz Arbelaitz, Aizea Lojo, Javier Muguerza, Iñigo Perona
2016 - Journal of the American Society for Information Science and Technology
Journal paper
Datuetatik ezagutzara. Web orrietan nabigatzean utzitako aztarna abiapuntu
Olatz Arbelaitz, Aizea Lojo, Javier Muguerza, Iñigo Perona
2014 - Ekaia
Journal paper
Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2013 - Expert Systems With Applications
Journal paper
An Extensive Comparative Study of Cluster Validity Indices
Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2013 - Pattern Recognition
Journal paper