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
Towards Active Participant-Centric Vertical Federated Learning: Some Representations May Be All You Need
Jon Irureta, Jon Imaz, Aizea Lojo, Marco González, Iñigo Perona
2024 - Arxiv > Computer Science > Machine Learning
Technical report
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
From Centralized to Distributed Machine Learning
Mikel Larrea, Iñigo Perona
2022 - Procedings of the 18th International Conference on Intelligent Environments (IE2022)
Oral communication
Aprendizaje automático para la detección temprana de la enfermedad de Parkinson
Maitane Martinez-Eguiluz, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Iñigo Perona, Ane Murueta-Goyena, Iñigo Gabilondo
2021 - Actas de las XIX Conferencia de la Asociación Española para la Inteligencia Artificial CAEPIA 20/21
Oral communication
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
Towards automatic problem detection in web navigation based on client-side interaction data
Iñigo Perona, Ainhoa Yera, Olatz Arbelaitz, Javier Muguerza, J. Eduardo Pérez, Xabier Valencia
2019 - Proceedings of the XX International Conference on Human Computer Interaction. ACM International Conference Proceeding Series
Oral communication
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
Modeling the Navigation on Enrolment Web Information Area of a University Using Machine Learning Techniques
Ainhoa Yera, Iñigo Perona, Olatz Arbelaitz, Javier Muguerza
2018 - Advances in Artificial Intelligence. 18th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2018. Lecture Notes in Artificial Intelligence 11160 (LNAI 11160)
Oral communication