PyPOTS: A Python Toolbox for Data Mining on Partially-Observed Time Series,
arXiv preprint, abs/2305.18811, 2023. (A short version appeared in the 9th SIGKDD International Workshop on Mining and Learning from Time Series (MiLeTS'23)) [DOI Link][PDF][Code]
[Paper]Wenjie Du, David Cote, Yan Liu.
SAITS: Self-Attention-based Imputation for Time Series,
Expert Systems with Applications, 219:119619, 2023. [DOI Link][PDF][Code]2022 IF-8.665/JCR-Q1/CAS-Q1(中科院-1区)
[Paper]Wenjie Du, David Cote, Chris Barber, Yan Liu.
Forecasting Loss of Signal in Optical Networks with Machine Learning,
IEEE/OSA Journal of Optical Communications and Networking, vol. 13, no. 10, pp. E109-E121 (2021). [DOI Link][PDF][Code]2022 IF-4.508/JCR-Q1/CAS-Q1(中科院-1区)