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
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
Quantitative analysis of dysautonomia in patients with autonomic dysreflexia
Nora Cívicos Sánchez, Marian Acera, Ane Murueta-Goyena, Nagore Sagastibeltza, Raquel Martínez, Montserrat Cuadrado, Arrate Orueta, Beatriz Tijero, Tamara Fernández, Rocío Del Pino, Iñigo Gabilondo, Marí
2021 - Journal of Neurology
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
A Preliminary Analysis of the Physiological Response Generated by Negative Thoughts
Asier Salazar-Ramirez, Nagore Sagastibeltza, Ainhoa Yera , Raquel Martinez, Javier Muguerza
2020 - Advances in Human-oriented and Personalized Mechanisms, Technologies, and Services
Oral communication
Data-driven representation model of Urban Movement Space
Harbil Arregui, Oihana Otaegui, Olatz Arbelaitz
2020 - Proceedings of the 2020 3rd International Conference on Geoinformatics and Data Analysis (ICGDA 2020). ACM International Conference Proceeding Series
Oral communication