VELC: A New Variational AutoEncoder Based Model for Time Series Anomaly Detection

1 code implementation • 3 Jul 2019 • Chunkai Zhang, Shaocong Li, Hongye Zhang, Yingyang Chen

In view of reconstruct ability of the model and the calculation of anomaly score, this paper proposes a time series anomaly detection method based on Variational AutoEncoder model(VAE) with re-Encoder and Latent Constraint network(VELC).

Anomaly Detection Time Series +1