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Hybrid Temporal Modeling and Generative Augmentation for Imbalanced Multivariate Time Series Anomaly Detection in Engineering Systems
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Multivariate time series (MTS) data are central to engineering systems, where streams of sensor signals enable trend analysis, anomaly detection, and the discovery of operating patterns—supporting predictive ...
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