Publications (62) Aurora Gonzalez Vidal publications View referenced research data.

2024

  1. A Convolutional Neural Network approach for image-based anomaly detection in smart agriculture

    Expert Systems with Applications, Vol. 247

  2. FedRDF: A Robust and Dynamic Aggregation Function against Poisoning Attacks in Federated Learning

    IEEE Transactions on Emerging Topics in Computing

  3. Misbehavior detection in intelligent transportation systems based on federated learning

    Internet of Things (Netherlands), Vol. 25

  4. MultiBEATS: Blocks of eigenvalues algorithm for multivariate time series dimensionality reduction

    Information Fusion, Vol. 104

2023

  1. A Transfer Learning Framework for Predictive Energy-Related Scenarios in Smart Buildings

    IEEE Transactions on Industry Applications, Vol. 59, Núm. 1, pp. 26-37

  2. Edge Computing in Smart Agriculture Scenario Based on TinyML for Irrigation Control

    2023 IEEE World Forum on Internet of Things: The Blue Planet: A Marriage of Sea and Space, WF-IoT 2023

  3. Federated Transfer Learning for Energy Efficiency in Smart Buildings

    IEEE INFOCOM 2023 - Conference on Computer Communications Workshops, INFOCOM WKSHPS 2023

  4. Intrusion Detection Based on Privacy-Preserving Federated Learning for the Industrial IoT

    IEEE Transactions on Industrial Informatics, Vol. 19, Núm. 2, pp. 1145-1154

  5. On Serving Image Classification Models

    WoSC 2023 - Proceedings of the 2023 9th International Workshop on Serverless, Part of: Middleware 2023

  6. PLEIAData: consumption, HVAC, temperature, weather and motion sensor data for smart buildings applications

    Scientific Data

2022

  1. A Novel Learning Algorithm Based on Bayesian Statistics: Modelling Thermostat Adjustments for Heating and Cooling in Buildings

    Mathematics, Vol. 10, Núm. 14

  2. A combination of multi and univariate anomaly detection in urban irrigation systems

    2022 3rd International Conference on Embedded and Distributed Systems, EDiS 2022

  3. Análisis de datos y métodos estadísticos con R coord.

    Servicio de Publicaciones

  4. Click&class: Una herramienta web de innovación docente para maximizar la asistencia universitaria a clase en aforos limitados

    II Congreso internacional de innovación en la docencia e investigación de las Ciencias Sociales y Jurídicas

  5. Comparación paramétrica de medias

    Análisis de datos y métodos estadísticos con R (Servicio de Publicaciones), pp. 133-183

  6. Design and Implementation of an Interoperable Architecture for Integrating Building Legacy Systems into Scalable Energy Management Systems

    Smart Cities, Vol. 5, Núm. 4, pp. 1421-1440

  7. Evaluating Federated Learning for intrusion detection in Internet of Things: Review and challenges

    Computer Networks, Vol. 203

  8. Intrinsic and extrinsic quality of data for open data repositories

    ICT Express, Vol. 8, Núm. 3, pp. 328-333

  9. Learning by doing en el trabajo fin de máster: enfoque profesional frente a enfoque investigador

    II Congreso internacional de innovación en la docencia e investigación de las Ciencias Sociales y Jurídicas

  10. Manipulación de datos

    Análisis de datos y métodos estadísticos con R (Servicio de Publicaciones), pp. 461-502