Concepedia

Guowen Dai

GD

4

Publications

697

Citations

4

H-Index

2019

Active since

Affiliations

Lanzhou Jiaotong University(Current)

Huazhong University of Science and Technology

Guowen Dai is an author at Lanzhou Jiaotong University specializing in engineering, deep learning, and transportation engineering.

Top concepts

EngineeringDeep LearningTransportation EngineeringForecastingData ScienceComputer ScienceMachine LearningCivil EngineeringPredictive AnalyticsBusiness

Publications per year

2019–2024

4

Publications

4

Short-Term Traffic Flow Prediction for Urban Road Sections Based on Time Series Analysis and LSTM_BILSTM Method

Changxi Ma, Guowen Dai, Jibiao Zhou · IEEE Transactions on Intelligent Transportation Systems · 2021 · 366 citations

Engineering, Machine Learning, Traffic Flow +20

Short-Term Traffic Flow Prediction Method for Urban Road Sections Based on Space–Time Analysis and GRU

Guowen Dai, Changxi Ma, Xuecai Xu · IEEE Access · 2019 · 192 citations · Full text

Engineering, Traffic Flow, Traffic Flow Prediction +17

A Novel STFSA-CNN-GRU Hybrid Model for Short-Term Traffic Speed Prediction

Changxi Ma, Yongpeng Zhao, Guowen Dai et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 126 citations

Intelligent Traffic Management, Deep Neural Networks, Engineering +11

Road network traffic flow prediction: A personalized federated learning method based on client reputation

Guowen Dai, Jinjun Tang, Jie Zeng et al. · Computers & Electrical Engineering · 2024 · 13 citations

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