Blar i HVL Open på forfatter "Lee, Ming-Chang"
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Impact of Deep Learning Libraries on Online Adaptive Lightweight Time Series Anomaly Detection
Lee, Ming-Chang; Lin, Jia-Chun (Chapter; Peer reviewed, 2023)Providing online adaptive lightweight time series anomaly detection without human intervention and domain knowledge is highly valuable. Several such anomaly detection approaches have been introduced in the past years, but ... -
RoLA: A Real-Time Online Lightweight Anomaly Detection System for Multivariate Time Series
Lee, Ming-Chang; Lin, Jia-Chun (Chapter; Peer reviewed, 2023)A multivariate time series refers to observations of two or more variables taken from a device or a system simultaneously over time. There is an increasing need to monitor multivariate time series and detect anomalies in ...