Anomaly Detection for Time Series Using VAE-LSTM Hybrid Model

Shuyu Lin, Ronald Clark, Robert Birke, Sandro Schönborn, Niki Trigoni, Stephen J. Roberts. Anomaly Detection for Time Series Using VAE-LSTM Hybrid Model. In 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020. pages 4322-4326, IEEE, 2020. [doi]

@inproceedings{LinCBSTR20,
  title = {Anomaly Detection for Time Series Using VAE-LSTM Hybrid Model},
  author = {Shuyu Lin and Ronald Clark and Robert Birke and Sandro Schönborn and Niki Trigoni and Stephen J. Roberts},
  year = {2020},
  doi = {10.1109/ICASSP40776.2020.9053558},
  url = {https://doi.org/10.1109/ICASSP40776.2020.9053558},
  researchr = {https://researchr.org/publication/LinCBSTR20},
  cites = {0},
  citedby = {0},
  pages = {4322-4326},
  booktitle = {2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020},
  publisher = {IEEE},
  isbn = {978-1-5090-6631-5},
}