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
Inferring Visual Behaviour from User Interaction Data on a Medical Dashboard
Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo
2018 - Proceedings of the 2018 International Conference on Digital Health (DH '18). ACM, New York, NY, USA
Oral communication
Modelling the enrolment eService of a university using machine learning techniques
Ainhoa Yera, Iñigo Perona, Olatz Arbelaitz, Javier Muguerza
2018 - Proceedings of the 2018 International Conference e-Society 2018 (ES'18)
Oral communication