Xinyu Li

Improving short-term bike sharing demand forecast through an irregular convolutional neural network

Xinyu Li, Yang Xu, Xiaohu Zhang et al. · Transportation Research Part C Emerging Technologies · 2022 · 79 citations

Forecasting Methodology, Engineering, Machine Learning +10

Short-Term Forecast of Bicycle Usage in Bike Sharing Systems: A Spatial-Temporal Memory Network

Xinyu Li, Yang Xu, Qi Chen et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 47 citations · Full text

Engineering, Machine Learning, Activity-travel Pattern +22

Effects of Data Preprocessing Methods on Addressing Location Uncertainty in Mobile Signaling Data

Yang Xu, Xinyu Li, Shih‐Lung Shaw et al. · Annals of the American Association of Geographers · 2020 · 35 citations

Engineering, Mining Methods, Localization +27

Understanding the movement predictability of international travelers using a nationwide mobile phone dataset collected in South Korea

Yang Xu, Dan Zou, Sangwon Park et al. · Computers Environment and Urban Systems · 2022 · 31 citations

Movement Predictability, Individual Mobility, Mobility Data +10

Forecasting deaths of road traffic injuries in China using an artificial neural network

Yining Qian, Xujun Zhang, Gaoqiang Fei et al. · Traffic Injury Prevention · 2020 · 24 citations