Hongyu Guo

Fault Diagnosis of Wind Turbines Based on a Support Vector Machine Optimized by the Sparrow Search Algorithm

Wumaier Tuerxun, Chang Xu, Hongyu Guo et al. · IEEE Access · 2021 · 218 citations · Full text

Computing, Computer Science, Systems Engineering +17

Long Short-Term Memory Over Tree Structures

Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo · arXiv (Cornell University) · 2015 · 68 citations · Full text

Computing, Computer Science, Computational Linguistics +15

Modeling driver’s evasive behavior during safety–critical lane changes: Two-dimensional time-to-collision and deep reinforcement learning

Hongyu Guo, Kun Xie, Mehdi Keyvan‐Ekbatani · Accident Analysis & Prevention · 2023 · 60 citations

Computing, Automotive Engineering, Autonomous Systems +17

A Wind Power Forecasting Model Using LSTM Optimized by the Modified Bald Eagle Search Algorithm

Wumaier Tuerxun, Chang Xu, Hongyu Guo et al. · Energies · 2022 · 53 citations · Full text

Computing, Data Science, Forecasting +16

Lane change detection and prediction using real-world connected vehicle data

Hongyu Guo, Mehdi Keyvan‐Ekbatani, Kun Xie · Transportation Research Part C Emerging Technologies · 2022 · 51 citations

Computing, Automotive Engineering, Computer Science +14