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
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
2022 - Neural Computing and Applications
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
Preliminary Study on the Detection of Autonomic Dysreflexia Using Machine Learning Techniques
Nagore Sagastibeltza, Asier Salazar-Ramírez, Ainhoa Yera, Raquel Martínez, Javier Muguerza, Nora Cívicos, M. Angeles Acera
2022 - Advances and Applications in Computer Science, Electronics, and Industrial Engineering. CSEI 2021 Lecture Notes in Networks and Systems
Oral communication
Automatic detection of the mental state in responses towards relaxation
Nagore Sagastibeltza, Asier Salazar-Ramírez, Raquel Martínez, Jose Luis Jodra, Javier Muguerza
2022 - Neural Computing and Applications
Journal paper
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
Towards Fairness in Classification: Comparison of Methods to Decrease Bias
Maitane Martinez-Eguiluz, Oier Irazabal, Olatz Arbelaitz
2021 - Advances in Artificial Intelligence. CAEPIA 2021. Lecture Notes in Computer Science, vol 12882. Alba E. et al. (eds)
Oral communication
Preliminary analysis of features based on GSR/RR signals for spinal cord injury patients
Asier Salazar-Ramírez, Nagore Sagastibeltza, Maitane Martínez-Eguiluz, Raquel Martínez, Javier Muguerza, Nora Cívicos Sánchez, Montserrat Cuadrado, María Luisa Jauregui Abrisqueta
2021 - IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS 2021)
Oral communication
Inteligencia Artificial
Nerea Ezeiza, Itziar Irigoien, Alexander Mendiburu, Jesús M. Pérez
2021 - Trépanos
Journal paper