Dual attentive graph neural network for metro passenger flow prediction

Y Lu, H Ding, S Ji, NN Sze, Z He - Neural Computing and Applications, 2021 - Springer
Metro system has been increasingly recognized as a backbone of urban transportation
system in many cities around the world. To improve the demand management and operation …

A bi-hierarchical game-theoretic approach for network-wide traffic signal control using trip-based data

Y Zhu, Z He, G Li - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
Network-wide traffic signal control (NTSG) is one of the most important factors that impact the
transportation network efficiency. Nevertheless, the NTSG problem still faces some issues …

[PDF][PDF] A location prediction method based on ga-lstm networks and associated movement behavior information

X Cao, L Jiang, X Wang, F Jiang - Journal of Information Hiding …, 2020 - cdn.techscience.cn
Due to the lack of consideration of movement behavior information other than time and
location perception in current location prediction methods, the movement characteristics of …

Online Trajectory Estimation Based on a Network-Wide Cellular Fingerprint Map

L Chen, Y Lu, Z He, Y Chen - Sensors, 2022 - mdpi.com
Cellular signaling data is widely available in mobile communications and contains abundant
movement sensing information of individual travelers. Using cellular signaling data to …