• Ensemble and continual federated learning for classification tasks 

      Casado, Fernando E.; Lema, Dylan; Iglesias, Roberto; Regueiro, Carlos V.; Barro, Senén (Springer, 2023-09)
      [Abstract]: Federated learning is the state-of-the-art paradigm for training a learning model collaboratively across multiple distributed devices while ensuring data privacy. Under this framework, different algorithms have ...
    • Walking Recognition in Mobile Devices 

      Casado, Fernando E.; Rodríguez García, Germán; Iglesias Rodríguez, Roberto; Regueiro, Carlos V.; Barro, Senén; Canedo-Rodriguez, Adrián (MDPI AG, 2020-02-21)
      [Abstract] Presently, smartphones are used more and more for purposes that have nothing to do with phone calls or simple data transfers. One example is the recognition of human activity, which is relevant information for ...