Publications in collaboration with researchers from Basque Research and Technology Alliance (142)

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

  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. 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

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

    Information Fusion, Vol. 103

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

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

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

    Neurocomputing

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

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

  11. On generating trustworthy counterfactual explanations

    Information Sciences, Vol. 655

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

    Cognitive Computation

  13. 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)

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

    Sensors, Vol. 24, Núm. 12

  15. 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

  2. A framework to improve urban accessibility and environmental conditions in age-friendly cities using graph modeling and multi-objective optimization

    Computers, Environment and Urban Systems, Vol. 102

  3. A novel Out-of-Distribution detection approach for Spiking Neural Networks: Design, fusion, performance evaluation and explainability

    Information Fusion, Vol. 100

  4. A survey on extremism analysis using natural language processing: definitions, literature review, trends and challenges

    Journal of Ambient Intelligence and Humanized Computing, Vol. 14, Núm. 8, pp. 9869-9905

  5. AI-based medical e-diagnosis for fast and automatic ventricular volume measurement in patients with normal pressure hydrocephalus

    Neural Computing and Applications, Vol. 35, Núm. 22, pp. 16011-16020