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
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
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
A Hierarchical Machine Learning Solution for the Non-Invasive Diagnostic of Autonomic Dysreflexia
Nagore Sagastibeltza, Asier Salazar-Ramírez, Ainhoa Yera, Raquel Martínez, Javier Muguerza, Nora Cívicos, M. Angeles Acera
2022 - Electronics
Journal paper
A Generalization Performance Study Using Deep Learning Networks in Embedded Systems
Joseba Gorospe, Rubén Mulero, Olatz Arbelaitz, Javier Muguerza, Miguel Ángel Antón
2021 - Sensors
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
Characterization of e-Government adoption in Europe
Ainhoa Yera , Olatz Arbelaitz , Oier Jauregui, Javier Muguerza
2020 - PLoS ONE
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
A Self-Paced Relaxation Response Detection System based on Galvanic Skin Response Analysis
Raquel Martinez, Asier Salazar-Ramirez, Andoni Arruti, Eloy Irigoyen, José I. Martín, Javier Muguerza
2019 - IEEE Access
Journal paper