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May, 2024
基于时间融合变压器的机场延误预测
Airport Delay Prediction with Temporal Fusion Transformers
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Ke Liu, Kaijing Ding, Xi Cheng, Jianan Chen, Siyuan Feng...
TL;DR
采用新型时间融合变压器模型,对美国前30个机场的15分钟级别的到达延误进行数值预测,并分析模型输出的重要输入因素。
Abstract
Since
flight delay
hurts passengers, airlines, and airports, its
prediction
becomes crucial for the decision-making of all stakeholders in the aviation industry and thus has been attempted by various previous res
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