Publicaciones (428) Publicaciones en las que ha participado algún/a investigador/a

2024

  1. A novel framework for generic Spark workload characterization and similar pattern recognition using machine learning

    Journal of Parallel and Distributed Computing, Vol. 189

  2. A novel intelligent approach for man-in-the-middle attacks detection over internet of things environments based on message queuing telemetry transport

    Expert Systems, Vol. 41, Núm. 2

  3. Addressing the data bottleneck in medical deep learning models using a human-in-the-loop machine learning approach

    Neural Computing and Applications, Vol. 36, Núm. 5, pp. 2597-2616

  4. Amparo Alonso Betanzos, catedrática na UDC e presidenta da Asociación da IA: " É imprescindible asegurar que a IA estea ao servizo das persoas "

    Tempos novos: revista mensual de información para o debate, Núm. 320, pp. 42-49

  5. CUDA acceleration of MI-based feature selection methods

    Journal of Parallel and Distributed Computing, Vol. 190

  6. Explained anomaly detection in text reviews: Can subjective scenarios be correctly evaluated?

    Engineering Applications of Artificial Intelligence, Vol. 133

  7. Fed-mRMR: A lossless federated feature selection method

    Information Sciences, Vol. 669

  8. Simulating the Role of Norms in Processes of Social Innovation: Three Case Studies

    JASSS, Vol. 27, Núm. 1

  9. Spatial–temporal feature-based End-to-end Fourier network for 3D sign language recognition

    Expert Systems with Applications, Vol. 248

  10. The imbalance problem: A comparison of sampling approaches using different parameters and feature selection methods in the context of classification

    Expert Systems

2023

  1. A Federated Learning Architecture for Anomaly Detection on the Edge Using Deep Autoencoders

    Proceedings of the Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE

  2. A Novel Method for Failure Detection Based on Real-Time Systems Identification

    Lecture Notes in Networks and Systems

  3. A One-Class Classification method based on Expanded Non-Convex Hulls

    Information Fusion, Vol. 89, pp. 1-15

  4. A Pseudo-Label Guided Hybrid Approach for Unsupervised Domain Adaptation

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

  5. An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids

    Lecture Notes in Networks and Systems

  6. Comparative Study of Forecasting Techniques for Small Wind Turbine Power Generation by Meteorological Parameters

    Lecture Notes in Networks and Systems

  7. Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction

    Lecture Notes in Networks and Systems

  8. Data-driven predictive maintenance framework for railway systems

    Intelligent Data Analysis, Vol. 27, Núm. 4, pp. 1087-1102

  9. Development of a Virtual Sensor for COD Measurement in a Wastewater Treatment Plant

    VI Congreso XoveTIC: impulsando el talento científico

  10. Do all roads lead to Rome? Studying distance measures in the context of machine learning

    Pattern Recognition, Vol. 141