3 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 3 cited
SMA-Hyper: Spatiotemporal Multi-View Fusion Hypergraph Learning for Traffic Accident Prediction
Xiaowei Gao, James Haworth, Ilya Ilyankou +4
Predicting traffic accidents is the key to sustainable city management, which requires effective address of the dynamic and complex spatiotemporal characteristics of cities. Curren…
cs.CE2023★ 2 cited
Uncertainty Quantification in the Road-level Traffic Risk Prediction by Spatial-Temporal Zero-Inflated Negative Binomial Graph Neural Network(STZINB-GNN)
Xiaowei Gao, James Haworth, Dingyi Zhuang +2
Urban road-based risk prediction is a crucial yet challenging aspect of research in transportation safety. While most existing studies emphasize accurate prediction, they often ove…
physics.soc-ph2023
Unraveling the Variations of the Society of England and Wales through Diffusion Maps Analysis on Census 2011
Gezhi Xiu, Huanfa Chen
We propose a new approach to identifying geographical clustering and hotspots of inequality from decadal census data. We use diffusion mapping to study the 181,408 Output Areas in…