LIDIA
Laboratorio de Investigación y Desarrollo en Inteligencia Artificial
Publicaciones (428) Publicaciones en las que ha participado algún/a investigador/a
2024
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A novel framework for generic Spark workload characterization and similar pattern recognition using machine learning
Journal of Parallel and Distributed Computing, Vol. 189
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A novel intelligent approach for man-in-the-middle attacks detection over internet of things environments based on message queuing telemetry transport
Expert Systems, Vol. 41, Núm. 2
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Addressing the data bottleneck in medical deep learning models using a human-in-the-loop machine learning approach
Neural Computing and Applications, Vol. 36, Núm. 5, pp. 2597-2616
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Amparo Alonso Betanzos, catedrática na UDC e presidenta da Asociación da IA: " É imprescindible asegurar que a IA estea ao servizo das persoas "
Tempos novos: revista mensual de información para o debate, Núm. 320, pp. 42-49
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CUDA acceleration of MI-based feature selection methods
Journal of Parallel and Distributed Computing, Vol. 190
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Explained anomaly detection in text reviews: Can subjective scenarios be correctly evaluated?
Engineering Applications of Artificial Intelligence, Vol. 133
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Fed-mRMR: A lossless federated feature selection method
Information Sciences, Vol. 669
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Simulating the Role of Norms in Processes of Social Innovation: Three Case Studies
JASSS, Vol. 27, Núm. 1
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Spatial–temporal feature-based End-to-end Fourier network for 3D sign language recognition
Expert Systems with Applications, Vol. 248
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The imbalance problem: A comparison of sampling approaches using different parameters and feature selection methods in the context of classification
Expert Systems
2023
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A Federated Learning Architecture for Anomaly Detection on the Edge Using Deep Autoencoders
Proceedings of the Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE
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A Novel Method for Failure Detection Based on Real-Time Systems Identification
Lecture Notes in Networks and Systems
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A One-Class Classification method based on Expanded Non-Convex Hulls
Information Fusion, Vol. 89, pp. 1-15
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A Pseudo-Label Guided Hybrid Approach for Unsupervised Domain Adaptation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids
Lecture Notes in Networks and Systems
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Comparative Study of Forecasting Techniques for Small Wind Turbine Power Generation by Meteorological Parameters
Lecture Notes in Networks and Systems
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Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction
Lecture Notes in Networks and Systems
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Data-driven predictive maintenance framework for railway systems
Intelligent Data Analysis, Vol. 27, Núm. 4, pp. 1087-1102
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Development of a Virtual Sensor for COD Measurement in a Wastewater Treatment Plant
VI Congreso XoveTIC: impulsando el talento científico
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Do all roads lead to Rome? Studying distance measures in the context of machine learning
Pattern Recognition, Vol. 141