Publicaciones (400) Publicaciones de JAVIER DEL SER LORENTE

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

    Information Fusion, Vol. 103

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

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

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

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

  8. On generating trustworthy counterfactual explanations

    Information Sciences, Vol. 655

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

    Cognitive Computation

  10. 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

  6. Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques

    Applied Soft Computing, Vol. 136

  7. ChatAgri: Exploring potentials of ChatGPT on cross-linguistic agricultural text classification

    Neurocomputing, Vol. 557

  8. Collaborative training of heterogeneous reinforcement learning agents in environments with sparse rewards: what and when to share?

    Neural Computing and Applications, Vol. 35, Núm. 23, pp. 16753-16780

  9. Communication Technologies for Edge Learning and Inference: A Novel Framework, Open Issues, and Perspectives

    IEEE Network, Vol. 37, Núm. 2, pp. 246-252

  10. Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation

    Information Fusion, Vol. 99