Machine Learning for Prediction of Cognitive Deterioration in Patients with Early Parkinson's Disease
Maitane Martinez-Eguiluz, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Juan Carlos Gómez Esteban, Iñigo Gabilondo, Ane Murueta-Goyena
2024 - Applied Sciences
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
Sexuaren eragina Parkinsonen gaixotasunaren lehenengo faseetan, adierazpen ez-motorretan eta ikasketa automatikoan oinarrituta
Maitane Martinez-Eguiluz, Ander Barrio, Ibai Gurrutxaga, Javier Muguerza, Ane Murueta-Goyena, Iñigo Gabilondo, Olatz Arbelaitz
2023 - V. Ikergazte Nazioarteko Ikerketa Euskaraz. Kongresuko artikulu-bilduma Ingeniaritza eta Arkitektura.
Oral communication
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 detection of the mental state in responses towards relaxation
Nagore Sagastibeltza, Asier Salazar-Ramírez, Raquel Martínez, Jose Luis Jodra, Javier Muguerza
2023 - Neural Computing and Applications
Journal paper
The Challenge of Introducing Informatics Topics From an Early Age in Peru During the Pandemic
José Alfredo Díaz-León, Edurne Larraza-Mendiluze, Olatz Arbelaitz Gallego, Ana Arruarte
2023 - IEEE Transactions on Education
Journal paper
Personalizing the user interface for people with disabilities
Julio Abascal, Olatz Arbelaitz, Xabier Gardeazabal, Javier Muguerza, Ainhoa Yera
2023 - Personalized Human-Computer Interaction
Book chapter
Adimen artifiziala. Justua ote?
Usue Mori Carrascal, Olatz Arbelaitz Gallego
2023 - Adimen artifiziala: filosofia eta teknologiaren bilgunea
Book chapter
From Centralized to Distributed Machine Learning
Mikel Larrea, Iñigo Perona
2022 - Procedings of the 18th International Conference on Intelligent Environments (IE2022)
Oral communication
PCTBagging: From Inner Ensembles to Ensembles. A trade-off between Discriminating Capacity and Interpretability
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ainhoa Yera
2022 - Information Sciences
Journal paper