Ingeniería de Comunicaciones
Departamento
Basque Research and Technology Alliance
Mendaro, EspañaPublicaciones en colaboración con investigadoras/es de Basque Research and Technology Alliance (152)
2024
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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
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A novel approach for the detection of anomalous energy consumption patterns in industrial cyber-physical systems
Expert Systems, Vol. 41, Núm. 2
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A review of deep learning-based approaches for deepfake content detection
Expert Systems
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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
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Deep Reinforcement Learning techniques for dynamic task offloading in the 5G edge-cloud continuum
Journal of Cloud Computing, Vol. 13, Núm. 1
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End to End secure data exchange in value chains with dynamic policy updates
Future Generation Computer Systems, Vol. 158, pp. 333-345
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General Purpose Artificial Intelligence Systems (GPAIS): Properties, definition, taxonomy, societal implications and responsible governance
Information Fusion, Vol. 103
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Intelligent Underwater Object Detection and Image Restoration for Autonomous Underwater Vehicles
IEEE Transactions on Vehicular Technology, Vol. 73, Núm. 2, pp. 1726-1735
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Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey
ACM Computing Surveys, Vol. 56, Núm. 7, pp. 1-35
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On generating trustworthy counterfactual explanations
Information Sciences, Vol. 655
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Person Re-identification with Spatial Multi-granularity Feature Exploration for Social Risk Situational Assessment
Cognitive Computation
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Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning
Cognitive Computation, Vol. 16, Núm. 1, pp. 425-453
2023
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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
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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
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A novel Out-of-Distribution detection approach for Spiking Neural Networks: Design, fusion, performance evaluation and explainability
Information Fusion, Vol. 100
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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
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ACSmI: a solution to address the challenges of cloud services federation and monitoring towards the cloud continuum
International Journal of Computational Science and Engineering, Vol. 26, Núm. 5, pp. 537-554
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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
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Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques
Applied Soft Computing, Vol. 136
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ChatAgri: Exploring potentials of ChatGPT on cross-linguistic agricultural text classification
Neurocomputing, Vol. 557