2 papers
physics.soc-ph2021
ProSTformer: Pre-trained Progressive Space-Time Self-attention Model for Traffic Flow Forecasting
Xiao Yan, Xianghua Gan, Jingjing Tang +1
Traffic flow forecasting is essential and challenging to intelligent city management and public safety. Recent studies have shown the potential of convolution-free Transformer appr…
cs.CV2020
Demand Forecasting in Bike-sharing Systems Based on A Multiple Spatiotemporal Fusion Network
Xiao Yan, Gang Kou, Feng Xiao +2
Bike-sharing systems (BSSs) have become increasingly popular around the globe and have attracted a wide range of research interests. In this paper, the demand forecasting problem i…