Maria A. Zuluaga

Maria A. Zuluaga

Assistant professor at EURECOM

USAD

USAD provides scripts and utility programs implementing and testing the USAD architecture. USAD stands for UnSupervised Anomaly Detection. A detailed explanation of the proposed method can be found in Audibert et al. (SigKDD 2020).

How to access the code

  • An official version is maintained here

How to cite

We would appreciate it if the following references would be included in any published work that uses this resource:

Audibert, J., Michiardi, P., Guyard, F., Marti, S., Zuluaga, M. A. (2020). USAD : UnSupervised Anomaly Detection on multivariate time series. 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, August 23-27, 2020, San Diego, USA. doi:10.1145/3394486.3403392

Contributors

Resources

  • The publication can be found here