Unsupervised Anomaly Detection for IoT-Based Multivariate Time Series: Existing Solutions, Performance Analysis and Future Directions

The recent wave of digitalization is characterized by the widespread deployment of sensors in many different environments, e.g., multi-sensor systems represent a critical enabling technology towards full autonomy in industrial scenarios. Sensors usually produce vast amounts of unlabeled data in the...

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Detalles Bibliográficos
Autores principales: Belay, Mohammed Ayalew, Blakseth, Sindre Stenen, Rasheed, Adil, Salvo Rossi, Pierluigi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10007300/
https://www.ncbi.nlm.nih.gov/pubmed/36905048
http://dx.doi.org/10.3390/s23052844

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10007300/
https://www.ncbi.nlm.nih.gov/pubmed/36905048
http://dx.doi.org/10.3390/s23052844

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