Publikationen in Zusammenarbeit mit Forschern von Universidad del País Vasco/Euskal Herriko Unibertsitatea (725)

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. 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

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

    Expert Systems with Applications, Vol. 258

  9. 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

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

    Structural Health Monitoring

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

    IEEE International Conference on Fuzzy Systems

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

    BMC Palliative Care, Vol. 23, Núm. 1

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

    Knowledge-Based Systems, Vol. 301

  14. Dynamic load balancing in energy packet networks

    Performance Evaluation, Vol. 165

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

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

  16. Ensemble Deep Learning for Enhanced Seismic Data Reconstruction

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 62, pp. 1-11

  17. Estimation of logistic regression parameters for complex survey data: simulation study based on real survey data

    Sort: Statistics and Operations Research Transactions, Vol. 48, Núm. 1, pp. 67-92

  18. Factors influencing natural fecundity in fertile couples: a survey of puerperae and their partners

    Reproductive BioMedicine Online, Vol. 48, Núm. 6

  19. Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation

    IEEE Transactions on Neural Networks and Learning Systems, Vol. 35, Núm. 6, pp. 7391-7404