Guangxi Yan

Central South University — China

Engineering · Physical Sciences

13h-index821citations21works9.52yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Energy Load and Power Forecasting(8), Machine Fault Diagnosis Techniques(4), Solar Radiation and Photovoltaics(4), Traffic Prediction and Management Techniques(4), Air Quality Monitoring and Forecasting(4)

Publications21 total

A new feature reconstruction method and multilabel ensemble strategy for non-intrusive load recognition
Knowledge-Based Systems·2025
MRIformer: A multi-resolution interactive transformer for wind speed multi-step prediction
Information Sciences·2024· 19 cited
Attention mechanism is useful in spatio-temporal wind speed prediction: Evidence from China
Applied Soft Computing·2023· 47 cited
An ensemble convolutional reinforcement learning gate network for metro station PM2.5 forecasting
Stochastic Environmental Research and Risk Assessment·2023· 9 cited
A hybrid ensemble deep reinforcement learning model for locomotive axle temperature using the deterministic and probabilistic strategy
Transportation Safety and Environment·2022· 2 citedOpen Access
A multi-factor driven spatiotemporal wind power prediction model based on ensemble deep graph attention reinforcement learning networks
Energy·2022· 130 cited
A Multi-Factor Driven Model for Locomotive Axle Temperature Prediction Based on Multi-Stage Feature Engineering and Deep Learning Framework
Machines·2022· 8 citedOpen Access
A dynamic ensemble deep deterministic policy gradient recursive network for spatiotemporal traffic speed forecasting in an urban road network
Digital Signal Processing·2022· 23 cited
A Survey on Fault Diagnosis Approaches for Rolling Bearings of Railway Vehicles
Processes·2022· 68 citedOpen Access
A Novel Multi-Factor Three-Step Feature Selection and Deep Learning Framework for Regional GDP Prediction: Evidence from China
Sustainability·2022· 24 citedOpen Access
A New Ensemble Reinforcement Learning Recursive Network for Traffic Volume Forecasting in a Freeway Network
Advances in transdisciplinary engineering·2022Open Access
A new ensemble deep graph reinforcement learning network for spatio-temporal traffic volume forecasting in a freeway network
Digital Signal Processing·2022· 55 cited
A New Multipredictor Ensemble Decision Framework Based on Deep Reinforcement Learning for Regional GDP Prediction
IEEE Access·2022· 20 citedOpen Access
Sentiment Analysis of Online Course Evaluation Based on a New Ensemble Deep Learning Mode: Evidence from Chinese
Applied Sciences·2021· 11 citedOpen Access
A New Hybrid Ensemble Deep Learning Model for Train Axle Temperature Short Term Forecasting
Machines·2021· 20 citedOpen Access
Wind Turbine Bearing Temperature Forecasting Using a New Data-Driven Ensemble Approach
Machines·2021· 27 citedOpen Access
Efficient Implementation of Heterogeneous Dataflow Models using Synchronous IO Patterns
2021· 1 cited
Synthesis of Heterogeneous Dataflow Models from Synchronous Specifications
2021· 1 cited
A Novel Ensemble Reinforcement Learning Gated Recursive Network for Traffic Speed Forecasting
2021· 15 cited
Intelligent modeling strategies for forecasting air quality time series: A review
Applied Soft Computing·2021· 163 cited
page 1 of 2Next →

Frequent Co-authors

Chengqing Yu(16), Chengming Yu(8), Xiwei Mi(7), Xinwei Liu(5), Yu Bai(4), Hui Liu(3), Zhu Duan(3), Chengming Yu(3), Pan Shang(2), Qingwen Li(2), Shuqin Dong(2), Omair Rafique(2), Klaus Schneider(2), Haiping Wu(1), Chao Chen(1), Yu Zhang(1), Chen Jiang(1), Qingqing Xiang(1), Fuhao Yu(1), Jintian Zhu(1)