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cs.LG2024
A Cost-Sensitive Transformer Model for Prognostics Under Highly Imbalanced Industrial Data
Ali Beikmohammadi, Mohammad Hosein Hamian, Neda Khoeyniha +3
The rapid influx of data-driven models into the industrial sector has been facilitated by the proliferation of sensor technology, enabling the collection of vast quantities of data…
cs.LG2024★ 4 cited
SCANIA Component X Dataset: A Real-World Multivariate Time Series Dataset for Predictive Maintenance
Zahra Kharazian, Tony Lindgren, Sindri Magnússon +2
Predicting failures and maintenance time in predictive maintenance is challenging due to the scarcity of comprehensive real-world datasets, and among those available, few are of ti…