Publications by the researcher in collaboration with Laura de Diego Otón (6)

2024

  1. A Convolutional Transformer for Enhanced NILM in Human Activity Recognition

    2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024 - Proceedings

  2. Detection of Anomalies in Daily Activities Using Data from Smart Meters

    Sensors, Vol. 24, Núm. 2

  3. Preliminary Unknown Appliance Detection Using Convolutional Variational Auto-Encoders for AAL

    2024 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2024

2023

  1. Appliance Identification in NILM Applications by means of a Convolutional Auto-Encoder

    2023 IEEE International Workshop on Metrology for Living Environment, MetroLivEnv 2023 - Proceedings

  2. Estimating Energy Consumption in Households for Non-Intrusive Elderly Monitoring

    2023 IEEE International Workshop on Metrology for Living Environment, MetroLivEnv 2023 - Proceedings

2022

  1. Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters

    2022 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2022 - Conference Proceedings