In-Process Data Segmentation for Machine Learning Based Burn Prediction in Grinding
Gorka Gutierrez, Olatz Arbelaitz, David Barrenetxea, Jesús M. Pérez
2025 - Proceedings of the 19th CIRP Conference on Intelligent Computation in Manufacturing Engineering (CIRP ICME'25)
Oral communication
Combining CS Unplugged and L2T2L to Bridge the Computing Illiteracy Gap of the Elderly Population: A Case Study
José Alfredo Díaz-León, Olatz Arbelaitz, Mikel Larrañaga, Ana Arruarte
2025 - Applied Sciences
Journal paper
Comparison of Machine Learning Algorithms to Predict Down Syndrome During the Screening of the First Trimester of Pregnancy
Eduardo Alonso, Andoni Beristain, Jorge Burgos, Ibai Gurrutxaga
2025 - Applied Sciences
Journal paper
Preclinical Alzheimer's and vascular biomarkers alter brain aging in cognitively normal adults: a MRI-based study
Unai Torres, David Bernal, Ibai Gurrutxaga, Ainara Estanga, Pablo Martínez-Lage, Olatz Arbelaitz
2025 - Frontiers in Aging Neuroscience
Journal paper
Application of ML Techniques for Assessing Gross Motor Function in Adults Suffering from Cerebral Palsy
Jesús Gómez, Jose Luis Jodra, Asier Salazar-Ramírez, Raquel Martínez, Maria-Arantzazu Ruescas-Nicolau, M. Luz Sánchez-Sánchez
2025 - Applied Sciences - Biomedical Engineering
Journal paper
Survival Stacking Ensemble Model for Lung Cancer Risk Prediction
Eduardo Alonso, Xabier Calle, Ibai Gurrutxaga, Andoni Beristain
2024 - Collaboration across Disciplines for the Health of People, Animals and Ecosystems: Proceedings of the EFMI Special Topic Conference 2024
Oral communication
Design of a Device for the Acquisition and Processing of Arterial Pressure
Saioa Terceño-Carrillo, Jose Luis Jodra Luque, Nagore Sagastibeltza Galarraga, Asier Salazar-Ramirez
2024 - Proceedings of the VI Conference on Computer, Science, Electronics and Industrial Engineering (CSEI 24)
Oral communication
Development of a Low-Cost System for Monitoring Batteries
Unai Canales Rodriguez, Jose Luis Jodra Luque, Nagore Sagastibeltza Galarraga, Asier Salazar-Ramirez, Saioa Terceño-Carrillo
2024 - Proceedings of the VI Conference on Computer, Science, Electronics and Industrial Engineering (CSEI 24)
Oral communication
Driven PCTBagging: Seeking greater discriminating capacity for the same level of interpretability
Jesús M. Pérez, Olatz Arbelaitz, Javier Muguerza
2024 - Advances in Artificial Intelligence, Lecture Notes in Computer Science: 20th Conference of the Spanish Association for Artificial Intelligence (CAEPIA'24), Proceedings
Book chapter
Predicting Parkinson's Disease Progression: Analyzing Prodromal Stages Through Machine Learning
Maitane Martinez-Eguiluz, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, Juan Carlos Gomez-Esteban, Ane Murueta-Goyena, Iñigo Gabilondo
2024 - Advances in Artificial Intelligence, Lecture Notes in Computer Science: 20th Conference of the Spanish Association for Artificial Intelligence (CAEPIA'24), Proceedings
Book chapter