A Stitch in Time Saves Nine: Enabling Early Anomaly Detection with Correlation Analysis

In this repository, we implement CAD for sensor-based multivariate time series anomaly detection.

The algorithms presented herein are protected by patent and provided as is. To obtain access to the ZIP file, kindly contact the authors (yihao_ang AT comp.nus.edu.sg) for the password. Please note that the use of this code is restricted to academic research purposes only. Users from the industry may test and evaluate this code by contacting the authors and obtaining a license. Thank you.

Reference

We would appreciate using the following BibTeX to cite this work when you use the source codes in your paper.

@inproceedings{ang2023stitch,
  title={A Stitch in Time Saves Nine: Enabling Early Anomaly Detection with Correlation Analysis},
  author={Ang, Yihao and Huang, Qiang and Tung, Anthony K. H. and Huang, Zhiyong},
  booktitle={2023 IEEE 39th International Conference on Data Engineering (ICDE)},
  year={2023}
}