BriefGPT.xyz
Oct, 2023
重新路由预测服务
Reroute Prediction Service
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Ítalo Romani de Oliveira, Samet Ayhan, Michael Biglin, Pablo Costas, Euclides C. Pinto Neto
TL;DR
我们设计和开发了一个新颖的数据分析和机器学习系统,通过主动支持路由决策,以减少延误。该系统使用历史路由数据和天气数据进行预测,并采用一系列竞争算法来生成最终结果,在实验中获得了高于90%的平均准确性。
Abstract
The cost of
delays
was estimated as 33 billion US dollars only in 2019 for the US National Airspace System, a peak value following a growth trend in past years. Aiming to address this huge inefficiency, we designed and developed a novel
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