most citedMAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks

139 citations · 139 across the 1 of their papers we have counts for

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cs.LG2019★ 139 cited

MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks

Dan Li, Dacheng Chen, Lei Shi +3

The prevalence of networked sensors and actuators in many real-world systems such as smart buildings, factories, power plants, and data centers generate substantial amounts of mult…