Publications by the researcher in collaboration with Berta María Guijarro Berdiñas (9)

2024

  1. An effective and efficient green federated learning method for one-layer neural networks

    Proceedings of the ACM Symposium on Applied Computing

  2. Preface

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

  3. RUL Prediction of Lithium-ion Batteries using a Federated and Homomorphically Encrypted Learning Method

    Proceedings of the ACM Symposium on Applied Computing

2023

  1. FedHEONN: Federated and homomorphically encrypted learning method for one-layer neural networks

    Future Generation Computer Systems, Vol. 149, pp. 200-211

2022

  1. Machine learning techniques to predict different levels of hospital care of CoVid-19

    Applied Intelligence, Vol. 52, Núm. 6, pp. 6413-6431

2021

  1. Federated Learning approach for Spectral Clustering

    ESANN 2021 Proceedings - 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

2012

  1. A mixture of experts for classifying sleep apneas

    Expert Systems with Applications, Vol. 39, Núm. 8, pp. 7084-7092

2010

  1. Classifying sleep apneas using neural networks and a combination of experts

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

2003

  1. An intelligent system for forest fire risk prediction and fire fighting management in Galicia

    Expert Systems with Applications, Vol. 25, Núm. 4, pp. 545-554