Guangyuan Pan

According to our database, Guangyuan Pan authored at least 26 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Feature Importance Analyzable Resilient Deep Neural Network for Road Safety Performance Function Surrogate Modeling.

Guangyuan Pan, Chunhao Liu, Gongming Wang, Hao Wei, Junfei Qiao

IEEE Trans. Ind. Informatics, February, 2025

Data augmentation of flavor information for electronic nose and electronic tongue: An olfactory-taste synesthesia model combined with multiblock reconstruction method.

Wenbo Zheng, Quan Yuan, Ancai Zhang, Yanqiang Lei, Guangyuan Pan

Expert Syst. Appl., 2025

RSSD: A regional-level Resource-Saving Snow Detection Model for winter road surface maintenance.

Guangyuan Pan, Xinhao Zhou, Wenbo Zheng, Zhaodong Liu, Ancai Zhang

Expert Syst. Appl., 2025

A Regional-Level Resource-Saving Model for Winter Road Surface Snow Detection in Extreme Weathers.

Xinhao Zhou, Tong Wang, Zhaodong Liu, Hao Wei, Guangyuan Pan

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Development of an Automated Global Crash Prediction Model With Adaptive Feature Selection of Deep Neural Networks.

Guangyuan Pan, Gongming Wang, Hao Wei, Qili Chen, Ancai Zhang

IEEE Trans. Ind. Informatics, October, 2024

Temporal Fusion Transformer for Real-Time Intersection Turning Movement Flow Forecasting Incorporating Exogenous Factors.

Ce Zhang, Guangyuan Pan, Matthew I. Muresan, Zhengyang Lu, Liping Fu

Proceedings of the 27th IEEE International Conference on Intelligent Transportation Systems, 2024

Research on Simplified Method for 3D Reconstruction of Grid Structures.

Jian Zhang, Huazhou Chen, Zhihua Chen, Xiangchong Meng, Rui Wang, Wenling Zhang, Heng Wang, Xin Tao, Pengfei Zhang, Xiaokang Huang, Guangyuan Pan, Pengfei Shang

Proceedings of the International Conference on Computers, 2024

An Attention-Based Parallel Hybrid Prediction Model for Intersection Level Turning Movement Forecasting.

Yancheng Gong, Chunhao Liu, Ce Zhang, Liping Fu, Hao Wei, Guangyuan Pan

Proceedings of the 37th Canadian Conference on Artificial Intelligence, 2024

2023

A Dimensionality-Reducible Operational Optimal Control for Wastewater Treatment Process.

Qili Chen, Junfang Fan, Wenbai Chen, Ancai Zhang, Guangyuan Pan

IEEE Trans. Neural Networks Learn. Syst., September, 2023

A maximum-entropy-attention-based convolutional neural network for image perception.

Qili Chen, Ancai Zhang, Guangyuan Pan

Neural Comput. Appl., April, 2023

An Adaptive Hybrid Attention Based Convolutional Neural Net for Intelligent Transportation Object Recognition.

Qili Chen, Guangyuan Pan, Lin Zhao, Junfang Fan, Wenbai Chen, Ancai Zhang

IEEE Trans. Intell. Transp. Syst., 2023

Air Quality Index Forecasting via Genetic Algorithm-Based Improved Extreme Learning Machine.

Chunhao Liu, Guangyuan Pan, Dongming Song, Hao Wei

IEEE Access, 2023

TRFN: Triple-Receptive-Field Network for Regional-Texture and Holistic-Structure Image Inpainting.

Qingguo Xiao, Zhiyuan Han, Zhaodong Liu, Guangyuan Pan, Yanpeng Zheng

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Hybrid U-Net: Instrument Semantic Segmentation in RMIS.

Yue Wang, Huajian Song, Guangyuan Pan, Qingguo Xiao, Zhiyuan Bai, Ancai Zhang, Jianlong Qiu

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Traffic Accident Forecasting Based on a GrDBN-GPR Model with Integrated Road Features.

Guangyuan Pan, Xiuqiang Wu, Liping Fu, Ancai Zhang, Qingguo Xiao

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Road Meteorological State Recognition in Extreme Weather Based on an Improved Mask-RCNN.

Guangyuan Pan, Zhiyuan Bai, Liping Fu, Lin Zhao, Qingguo Xiao

Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022

An improved picture-based prediction method of PM2.5 concentration.

Qili Chen, Wenbai Chen, Guangyuan Pan

IET Image Process., 2022

2021

A structure-self-organizing DBN for image recognition.

Qili Chen, Guangyuan Pan

Neural Comput. Appl., 2021

2020

Road safety performance function analysis with visual feature importance of deep neural nets.

Guangyuan Pan, Liping Fu, Qili Chen, Ming Yu, Matthew Muresan

IEEE CAA J. Autom. Sinica, 2020

Design of Efficient Deep Learning models for Determining Road Surface Condition from Roadside Camera Images and Weather Data.

Juan Carrillo, Mark Crowley, Guangyuan Pan, Liping Fu

CoRR, 2020

2019

A regularization-reinforced DBN for digital recognition.

Junfei Qiao, Guangyuan Pan, Honggui Han

Nat. Comput., 2019

Adaptive Traffic Signal Control with Deep Reinforcement Learning An Exploratory Investigation.

Matthew Muresan, Liping Fu, Guangyuan Pan

CoRR, 2019

2018

An Improved Deep Belief Network Model for Road Safety Analyses.

Guangyuan Pan, Liping Fu, Lalita Thakali, Matthew Muresan, Ming Yu

CoRR, 2018

Winter Road Surface Condition Recognition Using A Pretrained Deep Convolutional Network.

Guangyuan Pan, Liping Fu, Ruifan Yu, Matthew Muresan

CoRR, 2018

2017

A Deep Learning Model for Traffic Flow State Classification Based on Smart Phone Sensor Data.

Wenwen Tu, Feng Xiao, Liping Fu, Guangyuan Pan

CoRR, 2017

2014

An improved RBM based on Bayesian Regularization.

Guangyuan Pan, Junfei Qiao, Wei Chai, Nikitas Dimopoulos

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014