Photo by Tim Gouw from Pexels

Urban mobility pattern analysis

Photo by Tim Gouw from Pexels

Urban mobility pattern analysis

Estimating real-time mobility flows between OD pairs with different ranges of scaling factors β.

Related publications:

  • Huang, Z., Ling, X., Wang, P., Zhang, F., Mao, Y., Lin, T., Wang, F., 2018. Modeling real-time human mobility based on mobile phone and transportation data fusion. Transp. Res. Part C 96, 251–269. https://doi.org/10.1016/j.trc.2018.09.016

  • Zheng, Z., Huang, Z., Zhang, F., Wang, P., 2018. Understanding coupling dynamics of public transportation networks. EPJ Data Sci. 7, 23. https://doi.org/10.1140/epjds/s13688-018-0148-6

  • Huang, Z., Wang, P., Zhang, F., Gao, J., Schich, M., 2018. A mobility network approach to identify and anticipate large crowd gatherings. Transp. Res. Part B Methodol. 114, 147–170. https://doi.org/10.1016/j.trb.2018.05.016

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Zhiren Huang
Postdoctoral researcher

My research interests include network science, machine learning and transportation engineering.

Publications

In many cities, subways are expanding with new or extended lines being built and put into operations. The prediction of future travel …

Understanding the patterns of human mobility between cities has various applications from transport engineering to spatial modeling of …

Faced with severe traffic congestions, the level of traffic planning and organization has been paid much attention. As a crucial and …

Subway and bus networks work as an integrated multiplex transportation system and play an indispensable role in modern big cities. Even …

Faced with severe traffic congestions, the level of traffic planning and organization has been paid much attention. As a crucial and …