Guangyuan Pan

28 papers A 1B 1Journal 19Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
DMtes:A dynamic multimodal framework with environmental temporal-awareness for road surface snow condition monitoring.
Expert Syst. Appl.
Guangyuan Pan, Tong Wang, Xinhao Zhou, Lipeng Du, Liping Fu, Jianlong Qiu, Ancai Zhang
2025 J jnl
A Feature Importance Analyzable Resilient Deep Neural Network for Road Safety Performance Function Surrogate Modeling.
IEEE Trans. Ind. Informatics
Guangyuan Pan, Chunhao Liu, Gongming Wang, Hao Wei, Junfei Qiao
2025 A conf
A Regional-Level Resource-Saving Model for Winter Road Surface Snow Detection in Extreme Weathers.
WACV
Xinhao Zhou, Tong Wang, Zhaodong Liu, Hao Wei, Guangyuan Pan
2025 J jnl
Data augmentation of flavor information for electronic nose and electronic tongue: An olfactory-taste synesthesia model combined with multiblock reconstruction method.
Expert Syst. Appl.
Wenbo Zheng, Quan Yuan, Ancai Zhang, Yanqiang Lei, Guangyuan Pan
2025 J jnl
GrDBN-GPR: A Next-Gen Road Feature Inference Framework for Traffic Crashes Frequency Prediction.
IEEE Trans. Intell. Transp. Syst.
Guangyuan Pan, Xiuqiang Wu, Hao Wei
2025 J jnl
RSSD: A regional-level Resource-Saving Snow Detection Model for winter road surface maintenance.
Expert Syst. Appl.
Guangyuan Pan, Xinhao Zhou, Wenbo Zheng, Zhaodong Liu, Ancai Zhang
2024 — conf
An Attention-Based Parallel Hybrid Prediction Model for Intersection Level Turning Movement Forecasting.
Canadian AI
Yancheng Gong, Chunhao Liu, Ce Zhang, Liping Fu, Hao Wei, Guangyuan Pan
2024 J jnl
Development of an Automated Global Crash Prediction Model With Adaptive Feature Selection of Deep Neural Networks.
IEEE Trans. Ind. Informatics
Guangyuan Pan, Gongming Wang, Hao Wei, Qili Chen, Ancai Zhang
2024 — conf
Research on Simplified Method for 3D Reconstruction of Grid Structures.
CIPAE
Jian Zhang, Huazhou Chen, Zhihua Chen, Xiangchong Meng, Rui Wang, Wenling Zhang, Heng Wang, Xin Tao, Pengfei Zhang, Xiaokang Huang, Guangyuan Pan, Pengfei Shang
2024 — conf
Temporal Fusion Transformer for Real-Time Intersection Turning Movement Flow Forecasting Incorporating Exogenous Factors.
ITSC
Ce Zhang, Guangyuan Pan, Matthew I. Muresan, Zhengyang Lu, Liping Fu
2023 J jnl
A Dimensionality-Reducible Operational Optimal Control for Wastewater Treatment Process.
IEEE Trans. Neural Networks Learn. Syst.
Qili Chen, Junfang Fan, Wenbai Chen, Ancai Zhang, Guangyuan Pan
2023 J jnl
A maximum-entropy-attention-based convolutional neural network for image perception.
Neural Comput. Appl.
Qili Chen, Ancai Zhang, Guangyuan Pan
2023 J jnl
Air Quality Index Forecasting via Genetic Algorithm-Based Improved Extreme Learning Machine.
IEEE Access
Chunhao Liu, Guangyuan Pan, Dongming Song, Hao Wei
2023 J jnl
An Adaptive Hybrid Attention Based Convolutional Neural Net for Intelligent Transportation Object Recognition.
IEEE Trans. Intell. Transp. Syst.
Qili Chen, Guangyuan Pan, Lin Zhao, Junfang Fan, Wenbai Chen, Ancai Zhang
2023 — conf
Hybrid U-Net: Instrument Semantic Segmentation in RMIS.
ICONIP (11)
Yue Wang, Huajian Song, Guangyuan Pan, Qingguo Xiao, Zhiyuan Bai, Ancai Zhang, Jianlong Qiu
2023 — conf
Road Meteorological State Recognition in Extreme Weather Based on an Improved Mask-RCNN.
ICONIP (14)
Guangyuan Pan, Zhiyuan Bai, Liping Fu, Lin Zhao, Qingguo Xiao
2023 — conf
TRFN: Triple-Receptive-Field Network for Regional-Texture and Holistic-Structure Image Inpainting.
ICONIP (14)
Qingguo Xiao, Zhiyuan Han, Zhaodong Liu, Guangyuan Pan, Yanpeng Zheng
2023 — conf
Traffic Accident Forecasting Based on a GrDBN-GPR Model with Integrated Road Features.
ICONIP (11)
Guangyuan Pan, Xiuqiang Wu, Liping Fu, Ancai Zhang, Qingguo Xiao
2022 J jnl
An improved picture-based prediction method of PM2.5 concentration.
IET Image Process.
Qili Chen, Wenbai Chen, Guangyuan Pan
2021 J jnl
A structure-self-organizing DBN for image recognition.
Neural Comput. Appl.
Qili Chen, Guangyuan Pan
2020 J jnl
Design of Efficient Deep Learning models for Determining Road Surface Condition from Roadside Camera Images and Weather Data.
CoRR
Juan Carrillo, Mark Crowley, Guangyuan Pan, Liping Fu
2020 J jnl
Road safety performance function analysis with visual feature importance of deep neural nets.
IEEE CAA J. Autom. Sinica
Guangyuan Pan, Liping Fu, Qili Chen, Ming Yu, Matthew Muresan
2019 J jnl
A regularization-reinforced DBN for digital recognition.
Nat. Comput.
Junfei Qiao, Guangyuan Pan, Honggui Han
2019 J jnl
Adaptive Traffic Signal Control with Deep Reinforcement Learning An Exploratory Investigation.
CoRR
Matthew Muresan, Liping Fu, Guangyuan Pan
2018 J jnl
An Improved Deep Belief Network Model for Road Safety Analyses.
CoRR
Guangyuan Pan, Liping Fu, Lalita Thakali, Matthew Muresan, Ming Yu
2018 J jnl
Winter Road Surface Condition Recognition Using A Pretrained Deep Convolutional Network.
CoRR
Guangyuan Pan, Liping Fu, Ruifan Yu, Matthew Muresan
2017 J jnl
A Deep Learning Model for Traffic Flow State Classification Based on Smart Phone Sensor Data.
CoRR
Wenwen Tu, Feng Xiao, Liping Fu, Guangyuan Pan
2014 B conf
An improved RBM based on Bayesian Regularization.
IJCNN
Guangyuan Pan, Junfei Qiao, Wei Chai, Nikitas Dimopoulos