Deep online recommendations for connected E-taxis by coupling trajectory mining and reinforcement learning

W Tu, H Ye, K Mai, M Zhou, J Jiang… - International Journal …, 2024 - Taylor & Francis
There is a growing interest in the optimization of vehicle fleets management in urban
environments. However, limited attention has been paid to the integrated optimization of …

Advancing human mobility modeling: a novel path flow approach to mining traffic congestion dynamics

H Shi, Z Zhao, L Tang, Z Kan, Y Du - International Journal of …, 2024 - Taylor & Francis
Mining traffic congestion dynamics presents difficulties in data structure and spatiotemporal
analysis. Existing studies mainly provide insights from a supply perspective, with a restricted …