MATHMODE: Group on Applied Mathematical Modeling, Statistics, and Optimization - GIC 21/004
Basque Research and Technology Alliance
Mendaro, EspañaPublicaciones en colaboración con investigadoras/es de Basque Research and Technology Alliance (145)
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, Vol. 41, Núm. 8
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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 neural network for damage detection in Infante Dom Henrique bridge using multi-sensor data
Structural Health Monitoring
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Domain generalized person reidentification based on skewness regularity of higher-order statistics
Knowledge-Based Systems, Vol. 301
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Foreword
Intelligent Fractal-Based Image Analysis: Applications in Pattern Recognition and Machine Vision
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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
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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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Large-Kernel Attention for 3D Medical Image Segmentation
Cognitive Computation, Vol. 16, Núm. 4, pp. 2063-2077
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Managing the unknown in machine learning: Definitions, related areas, recent advances, and prospects
Neurocomputing
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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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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
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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)
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Toward Fully Automated Inspection of Critical Assets Supported by Autonomous Mobile Robots, Vision Sensors, and Artificial Intelligence
Sensors, Vol. 24, Núm. 12
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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