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Yan Liu
130 publications
Chris Barber
2 publications
David Côté
2 publications

research

∙ 05/30/2023

PyPOTS: A Python Toolbox for Data Mining on Partially-Observed Time Series

PyPOTS is an open-source Python library dedicated to data mining and ana...

0 Wenjie Du, et al. ∙

research

∙ 02/17/2022

SAITS: Self-Attention-based Imputation for Time Series

Missing data in time series is a pervasive problem that puts obstacles i...

12 Wenjie Du, et al. ∙

research

∙ 01/08/2022

Forecasting Loss of Signal in Optical Networks with Machine Learning

Loss of Signal (LOS) represents a significant cost for operators of opti...

0 Wenjie Du, et al. ∙