Xiaowei Gao

Joint prediction of travel mode choice and purpose from travel surveys: A multitask deep learning approach

Yutong Xia, Huanfa Chen, Honghan Bei, 2023, Travel Behaviour and Society.

Spatiotemporal Graph Neural Networks with Uncertainty Quantification for Traffic Incident Risk Prediction

Dingyi Zhuang, Huanfa Chen, Xinke Jiang, 2023, ArXiv.

Uncertainty Quantification in the Road-level Traffic Risk Prediction by Spatial-Temporal Zero-Inflated Negative Binomial Graph Neural Network(STZINB-GNN)

J. Haworth, Dingyi Zhuang, Huanfa Chen, 2023, GIScience.

Uncertainty-Aware Probabilistic Graph Neural Networks for Road-Level Traffic Accident Prediction

Shenhao Wang, Dingyi Zhuang, Huanfa Chen, 2023, 2309.05072.

Uncertainty Quantification via Spatial-Temporal Tweedie Model for Zero-inflated and Long-tail Travel Demand Prediction

Hao Chen, Dingyi Zhuang, Jiayuan Luo, 2023, International Conference on Information and Knowledge Management.