12 citations · 22 across the 4 of their papers we have counts for
5 papers
Measuring Global Multi-Scale Place Connectivity using Geotagged Social Media Data
Zhenlong Li, Xiao Huang, Xinyue Ye +5
Shaped by human movement, place connectivity is quantified by the strength of spatial interactions among locations. For decades, spatial scientists have researched place connectivi…
ODT Flow Explorer: Extract, Query, and Visualize Human Mobility
Zhenlong Li, Xiao Huang, Xinyue Ye +1
Understanding human mobility dynamics among places provides fundamental knowledge regarding their interactive gravity, benefiting a wide range of applications in need of prior know…
A GRU-based Mixture Density Network for Data-Driven Dynamic Stochastic Programming
Xiaoming Li, Chun Wang, Xiao Huang +1
The conventional deep learning approaches for solving time-series problem such as long-short term memory (LSTM) and gated recurrent unit (GRU) both consider the time-series data se…
Twitter, human mobility, and COVID-19
Xiao Huang, Zhenlong Li, Yuqin Jiang +2
The outbreak of COVID-19 highlights the need for a more harmonized, less privacy-concerning, easily accessible approach to monitoring the human mobility that has been proved to be…
A Two-Stage Stochastic Programming Model for Car-Sharing Problem using Kernel Density Estimation
Xiaoming Li, Chun Wang, Xiao Huang
Car-sharing problem is a popular research field in sharing economy. In this paper, we investigate the car-sharing re-balancing problem under uncertain demands. An innovative framew…