Yang Zhang

Mapping landslide susceptibility and types using Random Forest

Khaled Taalab, Tao Cheng, Yang Zhang · Big Earth Data · 2018 · 277 citations · Full text

A graph deep learning method for short‐term traffic forecasting on large road networks

Yang Zhang, Tao Cheng, Yibin Ren · Computer-Aided Civil and Infrastructure Engineering · 2019 · 96 citations

A novel residual graph convolution deep learning model for short-term network-based traffic forecasting

Yang Zhang, Tao Cheng, Yibin Ren et al. · International Journal of Geographical Information Systems · 2019 · 80 citations

Engineering, Machine Learning, Traffic Flow +16

Graph deep learning model for network-based predictive hotspot mapping of sparse spatio-temporal events

Yang Zhang, Tao Cheng · Computers Environment and Urban Systems · 2019 · 76 citations

Graph Neural Network, Spatiotemporal Diagnostics, Machine Learning +10

A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes

Yibin Ren, Huanfa Chen, Yong Han et al. · International Journal of Geographical Information Systems · 2019 · 70 citations

Geometric Learning, Convolutional Neural Network, Engineering +20