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Robust unsupervised anomaly detection via multi-time scale DCGANs with forgetting mechanism for industrial multivariate time series.

Haoran LiangLei SongJianxing WangLili GuoXuzhi LiJi Liang
Published in: Neurocomputing (2021)
Keyphrases
  • multivariate time series
  • multivariate time series data
  • unsupervised anomaly detection
  • temporal data
  • categorical data
  • spatial structure
  • pairwise
  • data points
  • spatial data
  • temporal patterns