Shubo Wu

Sensing Data Supported Traffic Flow Prediction via Denoising Schemes and ANN: A Comparison

Xinqiang Chen, Shubo Wu, Chaojian Shi et al. · IEEE Sensors Journal · 2020 · 258 citations

Engineering, Machine Learning, Traffic Flow +16

Ship detention prediction via feature selection scheme and support vector machine (SVM)

Shubo Wu, Xinqiang Chen, Chaojian Shi et al. · Maritime Policy & Management · 2021 · 53 citations

Engineering, Ship Maneuvering, Machine Learning +23

k-GCN-LSTM: A k-hop Graph Convolutional Network and Long–Short-Term Memory for ship speed prediction

Jiansen Zhao, Zhongwei Yan, Xinqiang Chen et al. · Physica A Statistical Mechanics and its Applications · 2022 · 45 citations

Graph Neural Network, Engineering, Machine Learning +6

Application of Bayesian model averaging for modeling time headway distribution

Shubo Wu, Yajie Zou, Lingtao Wu et al. · Physica A Statistical Mechanics and its Applications · 2023 · 42 citations

Bayesian Statistic, Bayesian Statistics, Engineering +8

Analyzing Accident Injury Severity via an Extreme Gradient Boosting (XGBoost) Model

Shubo Wu, Quan Yuan, Zhongwei Yan et al. · Journal of Advanced Transportation · 2021 · 33 citations · Full text

Engineering, Machine Learning, Safety Science +31