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超越启发式方法与商业导航:AI增强型救护车行程时间估算决策支持

arXiv · AI 文旅预印本中文译读15 天前

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准确估算救护车行程时间对紧急医疗调度至关重要,但现有决策支持实践往往依赖静态查询表,或对救护车行程时间与普通乘用车行程时间的差异作出简化假设。例如,假设救护车仅比普通乘用车快固定百分比(如5%)。然而,这类假设很少通过真实救护车运营数据验证,也可能无法捕捉……

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Beyond Heuristics and Commercial Navigation: An AI-Augmented Decision-Support for Ambulance Travel Time Estimation

Accurate ambulance travel time estimation is critical for emergency medical dispatch, yet existing decision-support practices often rely on static lookup tables or simplified assumptions regarding how ambulance travel time differs from ordinary passenger-car travel. For instance, they assume ambulances simply travel a fixed percentage (e.g., 5%) faster than ordinary passenger cars. However, such assumptions are rarely validated using real ambulance operational data and may fail to capture the ef…

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    arXiv · AI 文旅预印本

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