A Comparative Analysis of Image Encoding of Time Series for Anomaly Detection

<p id="p1">A novel approach to anomaly detection in time series data is based on the use of multivariate image analysis techniques. With this approach, time series are encoded as images that make them amenable to analysis by pretrained deep neural networks. Few studies have evaluated the merits of t...

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Autor principal: Aldrich, Chris
Formato: Capítulo de libro
Lenguaje:inglés
Publicado: IntechOpen 2023
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Acceso en línea:https://www.intechopen.com/chapters/1153361
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