Evaluating the Performance of Video-Based Automated Passenger Counting Systems in Real-World Conditions: A Comparative Study

C Pronello, XR Garzón Ruiz - Sensors, 2023 - mdpi.com
Automatic passenger counting (APC) systems in public transport are useful in collecting
information that can help improve the efficiency of transport networks. Focusing on video …

K-neighboring on Multi-weighted Graphs for Passenger Count Prediction on Railway Networks

H Ge, T Michikata, N Koshizuka - Journal of Information Processing, 2024 - jstage.jst.go.jp
In this paper, a method of multi-weighted graphs learning for passenger count prediction in
railway networks is presented. Traffic prediction can provide significant insights for railway …

CausalMob: Causal Human Mobility Prediction with LLMs-derived Human Intentions toward Public Events

X Yang, H Ge, J Wang, Z Fan, R Jiang… - arXiv preprint arXiv …, 2024 - arxiv.org
Large-scale human mobility exhibits spatial and temporal patterns that can assist
policymakers in decision making. Although traditional prediction models attempt to capture …