An improved RBM based on Bayesian Regularization. - Guangyuan Pan; Junfei Qiao 001; Wei Chai; Nikitas Dimopoulos (IJCNN, 2014)

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)

Winter Road Surface Condition Recognition Using A Pretrained Deep Convolutional Network. - Guangyuan Pan; Liping Fu; Ruifan Yu; Matthew Muresan (CoRR, 2018)

An Improved Deep Belief Network Model for Road Safety Analyses. - Guangyuan Pan; Liping Fu; Lalita Thakali; Matthew Muresan; Ming Yu 008 (CoRR, 2018)

Adaptive Traffic Signal Control with Deep Reinforcement Learning An Exploratory Investigation. - Matthew Muresan; Liping Fu; Guangyuan Pan (CoRR, 2019)

A regularization-reinforced DBN for digital recognition. - Junfei Qiao 001; Guangyuan Pan; Honggui Han (Nat. Comput., 2019)

Design of Efficient Deep Learning models for Determining Road Surface Condition from Roadside Camera Images and Weather Data. - Juan Carrillo; Mark Crowley 001; Guangyuan Pan; Liping Fu (CoRR, 2020)

Road safety performance function analysis with visual feature importance of deep neural nets. - Guangyuan Pan; Liping Fu; Qili Chen; Ming Yu 008; Matthew Muresan (IEEE CAA J. Autom. Sinica, 2020)

A structure-self-organizing DBN for image recognition. - Qili Chen; Guangyuan Pan (Neural Comput. Appl., 2021)

An improved picture-based prediction method of PM2.5 concentration. - Qili Chen; Wenbai Chen; Guangyuan Pan (IET Image Process., 2022)

Road Meteorological State Recognition in Extreme Weather Based on an Improved Mask-RCNN. - Guangyuan Pan; Zhiyuan Bai; Liping Fu; Lin Zhao; Qingguo Xiao (ICONIP (14), 2023)

Traffic Accident Forecasting Based on a GrDBN-GPR Model with Integrated Road Features. - Guangyuan Pan; Xiuqiang Wu; Liping Fu; Ancai Zhang; Qingguo Xiao (ICONIP (11), 2023)

Hybrid U-Net: Instrument Semantic Segmentation in RMIS. - Yue Wang; Huajian Song; Guangyuan Pan; Qingguo Xiao; Zhiyuan Bai; Ancai Zhang; Jianlong Qiu (ICONIP (11), 2023)

TRFN: Triple-Receptive-Field Network for Regional-Texture and Holistic-Structure Image Inpainting. - Qingguo Xiao; Zhiyuan Han; Zhaodong Liu; Guangyuan Pan; Yanpeng Zheng (ICONIP (14), 2023)

Air Quality Index Forecasting via Genetic Algorithm-Based Improved Extreme Learning Machine. - Chunhao Liu; Guangyuan Pan; Dongming Song; Hao Wei (IEEE Access, 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)

A maximum-entropy-attention-based convolutional neural network for image perception. - Qili Chen; Ancai Zhang; Guangyuan Pan (Neural Comput. Appl., 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., 2023)

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 (Canadian AI, 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 (CIPAE, 2024)

Temporal Fusion Transformer for Real-Time Intersection Turning Movement Flow Forecasting Incorporating Exogenous Factors. - Ce Zhang; Guangyuan Pan; Matthew I. Muresan; Zhengyang Lu 002; Liping Fu (ITSC, 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, 2024)

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 (WACV, 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)

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)

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 001 (IEEE Trans. Ind. Informatics, 2025)