Publications (53) MARÍA DEL CAMPO BERMÚDEZ EDO publications

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2025

  1. EEG headbands vs caps: How many electrodes do I need to detect emotions? The case of the MUSE headband

    Computers in Biology and Medicine, Vol. 184

  2. SASD: Self-Attention for Small Datasets—A case study in smart villages

    Expert Systems with Applications, pp. 126245

2024

  1. A semi-automatic mHealth system using wearable devices for identifying pain-related parameters in elderly individuals

    International Journal of Medical Informatics, Vol. 184

  2. Clustering pipeline for vehicle behavior in smart villages

    Information Fusion, Vol. 104

  3. Data Models and Contextual Information

    Springer Handbooks (Springer Science and Business Media Deutschland GmbH), pp. 385-406

  4. Predicting overnights in smart villages: the importance of context information

    International Journal of Machine Learning and Cybernetics

  5. RouteRecoverer: A tool to create routes and recover noisy license plate number data

    Software Impacts, Vol. 20

  6. Spatio-temporal dynamics of vehicles: Fusion of traffic data and context information

    Data in Brief

2023

  1. AppRendo solo: Aprendizaje-servicio transversal para desarrollo de software accesible

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 8, pp. 25-32

  2. Clustering Study of Vehicle Behaviors Using License Plate Recognition

    Lecture Notes in Networks and Systems

  3. Systematic design of health monitoring systems centered on older adults and ADLs

    BMC Medical Informatics and Decision Making, Vol. 23, Núm. Suppl 3

  4. Un enfoque innovador para el aprendizaje activo y colaborativo basado en juegos de rol

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 8, pp. 335-342

2022

  1. A Conceptual Model of Health Monitoring Systems Centered on ADLs Performance in Older Adults

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

  2. A machine learning approach for semi-automatic assessment of IADL dependence in older adults with wearable sensors

    International Journal of Medical Informatics, Vol. 157

  3. Deep Generative Models in the Industrial Internet of Things: A Survey

    IEEE Transactions on Industrial Informatics, Vol. 18, Núm. 9, pp. 5728-5737

  4. Smart tourism in Villages: Challenges and the Alpujarra Case Study

    Procedia Computer Science

2021

  1. On the application of scattering matrix measurements to detection and identification of major types of airborne aerosol particles: Volcanic ash, desert dust and pollen

    Journal of Quantitative Spectroscopy and Radiative Transfer, Vol. 271

2020

  1. A CNN-LSTM Deep Learning Classifier for Motor Imagery EEG Detection Using a Low-invasive and Low-Cost BCI Headband

    Proceedings of the 2020 16th International Conference on Intelligent Environments, IE 2020

  2. A microservices e-health system for ecological frailty assessment using wearables

    Sensors (Switzerland), Vol. 20, Núm. 12, pp. 1-23

  3. IoT-Stream: A Lightweight Ontology for Internet of Things Data Streams and Its Use with Data Analytics and Event Detection Services

    Sensors, Vol. 20, Núm. 4