Explainable Voxel-Level Spatio-Temporal Graph Learning for Resting-State fMRI-Based Diagnostic Classification in Parkinson's Disease
Maitane Martinez-Eguiluz, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Iñigo Gabilondo, Juan Carlos Gomez-Esteban, Elisenda Bueichekú, Jorge Sepulcre
2026 - 2026 IEEE 39th International Symposium on Computer-Based Medical Systems (CBMS)
Ponencia
In-Process Data Segmentation for Machine Learning Based Burn Prediction in Grinding
Gorka Gutierrez, Olatz Arbelaitz, David Barrenetxea, Jesús M. Pérez
2025 - CIRP ICME'25 Conference. 19th CIRP Conference on Intelligent Computation in Manufacturing Engineering
Ponencia
Analyzing Age-Related Differences in Brain Evolution: Implications for Alzheimer's Detection Using Ridge Regression
David Bernal, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Ainara Estanga, Pablo Martínez-Lage
2024 - XI Simposio Teoría y Aplicaciones de Minería de Datos (TAMIDA)
Ponencia
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
Ponencia
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 - XIX Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2020/2021
Ponencia
Towards Fairness in Classification: Comparison of Methods to Decrease Bias
Maitane Martinez-Eguiluz, Oier Irazabal, Olatz Arbelaitz
2021 - XIX Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2020/2021
Ponencia
Data-driven representation model of Urban Movement Space
Harbil Arregui, Oihana Otaegui, Olatz Arbelaitz
2020 - ICGDA 2020 3rd International Conference on Geoinformatics and Data Analysis
Ponencia
Towards automatic problem detection in web navigation based on client-side interaction data
Iñigo Perona, Ainhoa Yera, Olatz Arbelaitz, Javier Muguerza, J. Eduardo Pérez, Xabier Valencia
2019 - XX International Conference on Human Computer Interaction, Interacción 2019
Ponencia
eGobernua Europar Batasunean: erabilera-maila eta arrazoiak
Ainhoa Yera, Olatz Arbelaitz, Oier Jaruegi, Javier Muguerza
2019 - III. Ikergazte Nazioarteko Ikerketa Euskaraz
Ponencia
Modeling the Navigation on Enrolment Web Information Area of a University Using Machine Learning Techniques
Ainhoa Yera, Iñigo Perona, Olatz Arbelaitz, Javier Muguerza
2018 - 18th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2018
Ponencia