Yuanli Gu

Short-term prediction of lane-level traffic speeds: A fusion deep learning model

Yuanli Gu, Wenqi Lu, Lingqiao Qin et al. · Transportation Research Part C Emerging Technologies · 2019 · 169 citations

Intelligent Traffic Management, Engineering, Machine Learning +8

An Improved Bayesian Combination Model for Short-Term Traffic Prediction With Deep Learning

Yuanli Gu, Wenqi Lu, Xinyue Xu et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 156 citations

Traffic Theory, Engineering, Machine Learning +18

A Hybrid Model for Lane-Level Traffic Flow Forecasting Based on Complete Ensemble Empirical Mode Decomposition and Extreme Gradient Boosting

Wenqi Lu, Yikang Rui, Ziwei Yi et al. · IEEE Access · 2020 · 54 citations · Full text

Traffic Theory, Engineering, Machine Learning +16

TD3LVSL: A lane-level variable speed limit approach based on twin delayed deep deterministic policy gradient in a connected automated vehicle environment

Wenqi Lu, Ziwei Yi, Yuanli Gu et al. · Transportation Research Part C Emerging Technologies · 2023 · 36 citations · Full text

Efficient deep learning based method for multi‐lane speed forecasting: a case study in Beijing

Wenqi Lu, Ziwei Yi, Wan Liu et al. · IET Intelligent Transport Systems · 2020 · 19 citations

High Accuracy, Recurrent Neural Network, Engineering +15