Data-Driven Vehicle Rebalancing With Predictive Prescriptions in the Ride-Hailing System by Guo, Xiaotong, Wang, Qingyi, Zhao, Jinhua

“…Model performances are evaluated using real-world simulations with New York City (NYC) ride-hailing data under four demand scenarios. …”
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Discrete Mathematics/ by Biggs, Norman L., author 306897

Dissolving the segmentation of a shared mobility market: A framework and four market structure designs by Guo, Xiaotong, Qu, Ao, Zhang, Hongmou, Noursalehi, Peyman, Zhao, Jinhua

“…Then, to assess the real-world performance of these market structure designs, we used a ride-sharing simulator with real-world ride-hailing trip data from New York City to simulate. The proposed market designs can reduce the total vehicle-miles traveled (VMT) by 6\% while serving more customers with 8.4\% fewer total number of trips. …”
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Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models by Shen, Xu, Wang, Yili, Zhou, Kaixiong, Pan, Shirui, Wang, Xin

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