Wei Ma

A deep learning approach to real-time parking occupancy prediction in transportation networks incorporating multiple spatio-temporal data sources

Shuguan Yang, Wei Ma, Xidong Pi et al. · Transportation Research Part C Emerging Technologies · 2019 · 218 citations

Transport Network Analysis, Intelligent Traffic Management, Spatiotemporal Diagnostics +9

Short-term origin-destination demand prediction in urban rail transit systems: A channel-wise attentive split-convolutional neural network method

Jinlei Zhang, Hongshu Che, Chen Feng et al. · Transportation Research Part C Emerging Technologies · 2021 · 148 citations · Full text

Transport Network Analysis, Engineering, Machine Learning +8

Physics-informed deep learning for traffic state estimation based on the traffic flow model and computational graph method

Jinlei Zhang, Shuai Mao, Lixing Yang et al. · Information Fusion · 2023 · 88 citations

Graph Neural Network, Engineering, Machine Learning +9

Estimating multi-class dynamic origin-destination demand through a forward-backward algorithm on computational graphs

Wei Ma, Xidong Pi, Sean Qian · Transportation Research Part C Emerging Technologies · 2020 · 81 citations · Full text

COVID-19, community response, public policy, and travel patterns: A tale of Hong Kong

Ho‐Yin Chan, Anthony Chen, Wei Ma et al. · Transport Policy · 2021 · 71 citations · Full text

Public Policy, Global Health Crisis, Covid-19 Pandemic +7