36 citations · 38 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 36 cited
Time-Series Representation Learning via Temporal and Contextual Contrasting
Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen +4
Learning decent representations from unlabeled time-series data with temporal dynamics is a very challenging task. In this paper, we propose an unsupervised Time-Series representat…
cs.LG2020★ 2 cited
Attention Sequence to Sequence Model for Machine Remaining Useful Life Prediction
Mohamed Ragab, Zhenghua Chen, Min Wu +3
Accurate estimation of remaining useful life (RUL) of industrial equipment can enable advanced maintenance schedules, increase equipment availability and reduce operational costs.…