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 · 205 citations · Full text

Search Optimization, Fault Diagnosis, Sparrow Search Algorithm +16

Long Short-Term Memory Over Tree Structures

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

Structured Prediction, Engineering, Machine Learning +21

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 · 53 citations

Artificial Intelligence, Safety–critical Lane Changes, Engineering +7

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 · 51 citations · Full text

Search Optimization, Forecasting Methodology, Engineering +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 · 47 citations

Intelligent Traffic Management, Data Science, Traffic Prediction +4