Publications in collaboration with researchers from Basque Research and Technology Alliance (150)

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 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

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

    Expert Systems, Vol. 41, Núm. 2

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

    Expert Systems, Vol. 41, Núm. 8

  4. 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

  5. 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

  6. 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

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

    Structural Health Monitoring

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

    IEEE International Conference on Fuzzy Systems

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

    Knowledge-Based Systems, Vol. 301

  10. Foreword

    Intelligent Fractal-Based Image Analysis: Applications in Pattern Recognition and Machine Vision

  11. 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

  12. General Purpose Artificial Intelligence Systems (GPAIS): Properties, definition, taxonomy, societal implications and responsible governance

    Information Fusion, Vol. 103

  13. Intelligent Underwater Object Detection and Image Restoration for Autonomous Underwater Vehicles

    IEEE Transactions on Vehicular Technology, Vol. 73, Núm. 2, pp. 1726-1735

  14. Large-Kernel Attention for 3D Medical Image Segmentation

    Cognitive Computation, Vol. 16, Núm. 4, pp. 2063-2077

  15. Managing the unknown in machine learning: Definitions, related areas, recent advances, and prospects

    Neurocomputing

  16. Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey

    ACM Computing Surveys, Vol. 56, Núm. 7, pp. 1-35

  17. On generating trustworthy counterfactual explanations

    Information Sciences, Vol. 655

  18. Person Re-identification with Spatial Multi-granularity Feature Exploration for Social Risk Situational Assessment

    Cognitive Computation, Vol. 16, Núm. 5, pp. 2701-2712

  19. Probing perfection: The relentless art of meddling for pulmonary airway segmentation from HRCT via a human-AI collaboration based active learning method

    Artificial Intelligence in Medicine, Vol. 154