Publicaciones (104) Publicaciones de Javier Muguerza Rivero

2024

  1. Driven PCTBagging: Seeking Greater Discriminating Capacity for the Same Level of Interpretability

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Machine Learning for Prediction of Cognitive Deterioration in Patients with Early Parkinson’s Disease

    Applied Sciences (Switzerland), Vol. 14, Núm. 18

  3. Predicting Parkinson’s Disease Progression: Analyzing Prodromal Stages Through Machine Learning

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Unsupervised data labeling and incremental cross-domain training for enhanced hybrid eye gaze estimation

    Eye Tracking Research and Applications Symposium (ETRA)

2023

  1. Automatic detection of the mental state in responses towards relaxation

    Neural Computing and Applications, Vol. 35, Núm. 8, pp. 5679-5696

  2. Diagnostic classification of Parkinson’s disease based on non-motor manifestations and machine learning strategies

    Neural Computing and Applications, Vol. 35, Núm. 8, pp. 5603-5617

  3. Personalizing the user interface for people with disabilities

    Personalized Human-Computer Interaction (De Gruyter), pp. 175-204

2022

  1. A Hierarchical Machine Learning Solution for the Non-Invasive Diagnostic of Autonomic Dysreflexia

    Electronics (Switzerland), Vol. 11, Núm. 4

  2. PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability

    Information Sciences, Vol. 583, pp. 219-238

  3. Preliminary Study on the Detection of Autonomic Dysreflexia Using Machine Learning Techniques

    Lecture Notes in Networks and Systems

2021

  1. A generalization performance study using deep learning networks in embedded systems

    Sensors (Switzerland), Vol. 21, Núm. 4, pp. 1-29

  2. Automatic Web Navigation Problem Detection Based on Client-Side Interaction Data

    Human-centric Computing and Information Sciences, Vol. 11

  3. Preliminary analysis of features based on GSR/RR signals for spinal cord injury patients

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

2020

  1. Arbel mediko baten erabileraren azterketa: nolako elkarrekintza halako portaera-bisuala.

    Ekaia: Euskal Herriko Unibertsitateko zientzi eta teknologi aldizkaria, Núm. 38, pp. 295-314

  2. Characterization of e-Government adoption in Europe

    PLoS ONE, Vol. 15, Núm. 4

2019

  1. A Self-Paced Relaxation Response Detection System Based on Galvanic Skin Response Analysis

    IEEE Access, Vol. 7, pp. 43730-43741

  2. A hierarchical architecture for recognising intentionality in mental tasks on a brain-computer interface

    PLoS ONE, Vol. 14, Núm. 6

  3. Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting

    International Journal of Medical Informatics, Vol. 129, pp. 395-403

  4. Neuromodulation system in closed loop for enhancing the sleep and the memory consolidation

    ACM International Conference Proceeding Series

  5. Personalizing the user interface for people with disabilities

    ABIS 2019 - Proceedings of the 23rd International Workshop on Personalization and Recommendation on the Web and Beyond