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Leveraging Spatiotemporal Correlations With Recurrent Autoencoders for Sensor Anomaly Detection

TitleLeveraging Spatiotemporal Correlations With Recurrent Autoencoders for Sensor Anomaly Detection
Publication TypeJournal Article
Year of Publication2024
AuthorsAllka, X, Ferrer-Cid, P, Barcelo-Ordinas, JM, Garcia-Vidal, J
JournalIEEE Internet of Things Journal (IEEE IoT)
Volume11
Start Page31144
Issue19
Pagination2327-4662
Date Published10/2024
ISSN2327-4662
KeywordsAir quality, Anomaly detection, Atmospheric measurements, autoencoder, Correlation, Internet of Things, Low-cost sensors, Monitoring, Monitoring stations, Pollution measurement, Principal component analysis, Spatiotemporal phenomena
URLhttps://ieeexplore.ieee.org/document/10563991
DOI10.1109/JIOT.2024.3416525