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Nov, 2023
时空数据的深度学习不确定性量化：挑战与机遇
Uncertainty Quantification of Deep Learning for Spatiotemporal Data: Challenges and Opportunities
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Wenchong He, Zhe Jiang
TL;DR
通过深度学习对时空数据进行不确定性量化，可以解决在高风险决策应用中出现的预测错误问题，并为未来的研究方向提供了潜在的机会。
Abstract
With the advancement of GPS, remote sensing, and computational simulations, large amounts of
geospatial
and
spatiotemporal data
are being collected at an increasing speed. Such emerging spatiotemporal big data as
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