Publicaciones en colaboración con investigadoras/es de Basque Research and Technology Alliance (145)

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. 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

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

    Structural Health Monitoring

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

    Knowledge-Based Systems, Vol. 301

  7. Foreword

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

  8. 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

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

    Information Fusion, Vol. 103

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

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

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

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

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

    Neurocomputing

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

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

  14. On generating trustworthy counterfactual explanations

    Information Sciences, Vol. 655

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

    Cognitive Computation

  16. 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

  17. Reconstruction-Based Anomaly Detection in Wind Turbine Operation Time Series Using Generative Models

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

  18. Toward Fully Automated Inspection of Critical Assets Supported by Autonomous Mobile Robots, Vision Sensors, and Artificial Intelligence

    Sensors, Vol. 24, Núm. 12

  19. Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning

    Cognitive Computation, Vol. 16, Núm. 1, pp. 425-453

2023

  1. A Graph-Based Methodology for the Sensorless Estimation of Road Traffic Profiles

    IEEE Transactions on Intelligent Transportation Systems, Vol. 24, Núm. 8, pp. 8701-8715