• A fault detection system for a geothermal heat exchanger sensor based on intelligent techniques 

      Alaiz Moretón, Héctor; Castejón Limas, Manuel; Casteleiro-Roca, José-Luis; Jove, Esteban; Fernández-Robles, Laura; Calvo-Rolle, José Luis (MDPI, 2019-06-18)
      [Abstract ]:This paper proposes a methodology for dealing with an issue of crucial practical importance in real engineering systems such as fault detection and recovery of a sensor. The main goal is to define a strategy ...
    • Training of Machine Learning Models for Recurrence Prediction in Patients with Respiratory Pathologies 

      Molinero-Rodríguez, Ainhoa; Guerra Tort, Carla; Suárez Ulloa, Victoria; López Gestal, José Manuel; Pereira-Loureiro, Javier; Aguiar-Pulido, Vanessa (MDPI, 2021-10-13)
      [Abstract] Information extracted from electronic health records (EHRs) is used for predictive tasks and clinical pattern recognition. Machine learning techniques also allow the extraction of knowledge from EHR. This study ...