Publications (1,091) Publications in which a researcher has participated

2025

  1. Resilience to the Flowing Unknown: An Open Set Recognition Framework for Data Streams

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

2024

  1. A Stacking Ensemble Machine Learning Strategy for COVID-19 Seroprevalence Estimations in the USA Based on Genetic Programming

    2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings

  2. A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends

    IEEE/CAA Journal of Automatica Sinica, Vol. 11, Núm. 4, pp. 824-850

  3. A novel approach for the detection of anomalous energy consumption patterns in industrial cyber-physical systems

    Expert Systems, Vol. 41, Núm. 2

  4. A review of deep learning-based approaches for deepfake content detection

    Expert Systems, Vol. 41, Núm. 8

  5. Adaptive Deep Fourier Residual method via overlapping domain decomposition

    Computer Methods in Applied Mechanics and Engineering, Vol. 427

  6. Advancing towards Safe Reinforcement Learning over Sparse Environments with Out-of-Distribution Observations: Detection and Adaptation Strategies

    Proceedings of the International Joint Conference on Neural Networks

  7. Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review

    Theoretical and Applied Climatology, Vol. 155, Núm. 1, pp. 1-44

  8. Balancing Performance, Efficiency and Robustness in Open-World Machine Learning via Evolutionary Multi-objective Model Compression

    Proceedings of the International Joint Conference on Neural Networks

  9. COVID-19 seroprevalence estimation and forecasting in the USA from ensemble machine learning models using a stacking strategy

    Expert Systems with Applications, Vol. 258

  10. Caring for patients in the Covid era: Are the quality of life the same for doctors and nursing staff?

    Archives of Psychiatric Nursing, Vol. 49, pp. 126-132

  11. Conclusion: Recasting the Future of the European Steel Industry

    Topics in Mining, Metallurgy and Materials Engineering (Springer Science and Business Media Deutschland GmbH), pp. 219-227

  12. Construyendo la sostenibilidad:: Aportación multidisciplinar desde la universidad

    Revista DYNA, Vol. 99, Núm. 3, pp. 256-259

  13. Deep neural network for damage detection in Infante Dom Henrique bridge using multi-sensor data

    Structural Health Monitoring

  14. Defense Strategy against Byzantine Attacks in Federated Machine Learning: Developments towards Explainability

    IEEE International Conference on Fuzzy Systems

  15. Desarrollo de métodos basados en redes neuronales en la estimación de recursos minerales

    Revista DYNA, Vol. 99, Núm. 3, pp. 303-310

  16. Development and validation of a model to predict ceiling of care in COVID-19 hospitalized patients

    BMC Palliative Care, Vol. 23, Núm. 1

  17. Domain generalized person reidentification based on skewness regularity of higher-order statistics

    Knowledge-Based Systems, Vol. 301

  18. Dynamic load balancing in energy packet networks

    Performance Evaluation, Vol. 165

  19. Efficiency of Symmetric Nash Equilibria in Epidemic Models with Confinements

    Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST