Publications (109) Berta María Guijarro Berdiñas publications

2024

  1. An agent-based model to simulate the public acceptability of social innovations

    Expert Systems

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

    Proceedings of the ACM Symposium on Applied Computing

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

    Engineering Applications of Artificial Intelligence, Vol. 133

  4. Positive-Unlabelled learning for identifying new candidate Dietary Restriction-related genes among ageing-related genes

    Computers in Biology and Medicine, Vol. 180

  5. Preface

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

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

    Proceedings of the ACM Symposium on Applied Computing

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

    JASSS, Vol. 27, Núm. 1

  8. Sustainable transparency on recommender systems: Bayesian ranking of images for explainability

    Information Fusion, Vol. 111

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 One-Class Classification method based on Expanded Non-Convex Hulls

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

  3. Fast deep autoencoder for federated learning

    Pattern Recognition, Vol. 143

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

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

  5. Simulation of Virus Propagation and Acceptance of Socio-Sanitary Measures Through an Intelligent Model

    VI Congreso XoveTIC: impulsando el talento científico

2022

  1. How Agent-based modeling can help to foster sustainability projects

    Procedia Computer Science

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

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

  3. Real-time classification of handball game situations

    Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI

  4. Sustainable Personalisation and Explainability in Dyadic Data Systems

    Procedia Computer Science

2021

  1. DSVD-autoencoder: A scalable distributed privacy-preserving method for one-class classification

    International Journal of Intelligent Systems, Vol. 36, Núm. 1, pp. 177-199

  2. Federated Learning approach for Spectral Clustering

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

  3. Generating a Synthetic Population of Agents Through Decision Trees and Socio Demographic Data

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