Guangyuan Pan

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 17

Top Topics

Convolutional Network

Traffic Signal Control

Top Venues

Neural Comput. Appl.

Publications

Qili Chen, Junfang Fan, Wenbai Chen, Ancai Zhang, Guangyuan Pan
A Dimensionality-Reducible Operational Optimal Control for Wastewater Treatment Process. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Qingguo Xiao, Zhiyuan Han, Zhaodong Liu, Guangyuan Pan, Yanpeng Zheng
TRFN: Triple-Receptive-Field Network for Regional-Texture and Holistic-Structure Image Inpainting. ICONIP (14) (2023)
Chunhao Liu, Guangyuan Pan, Dongming Song, Hao Wei
Air Quality Index Forecasting via Genetic Algorithm-Based Improved Extreme Learning Machine. IEEE Access 11 (2023)
Qili Chen, Guangyuan Pan, Lin Zhao, Junfang Fan, Wenbai Chen, Ancai Zhang
An Adaptive Hybrid Attention Based Convolutional Neural Net for Intelligent Transportation Object Recognition. IEEE Trans. Intell. Transp. Syst. 24 (7) (2023)
Qili Chen, Ancai Zhang, Guangyuan Pan
A maximum-entropy-attention-based convolutional neural network for image perception. Neural Comput. Appl. 35 (12) (2023)
Guangyuan Pan, Zhiyuan Bai, Liping Fu, Lin Zhao, Qingguo Xiao
Road Meteorological State Recognition in Extreme Weather Based on an Improved Mask-RCNN. ICONIP (14) (2023)
Guangyuan Pan, Xiuqiang Wu, Liping Fu, Ancai Zhang, Qingguo Xiao
Traffic Accident Forecasting Based on a GrDBN-GPR Model with Integrated Road Features. ICONIP (11) (2023)
Yue Wang, Huajian Song, Guangyuan Pan, Qingguo Xiao, Zhiyuan Bai, Ancai Zhang, Jianlong Qiu
Hybrid U-Net: Instrument Semantic Segmentation in RMIS. ICONIP (11) (2023)
Qili Chen, Wenbai Chen, Guangyuan Pan
An improved picture-based prediction method of PM2.5 concentration. IET Image Process. 16 (11) (2022)
Qili Chen, Guangyuan Pan
A structure-self-organizing DBN for image recognition. Neural Comput. Appl. 33 (3) (2021)
Guangyuan Pan, Liping Fu, Qili Chen, Ming Yu, Matthew Muresan
Road safety performance function analysis with visual feature importance of deep neural nets. IEEE CAA J. Autom. Sinica 7 (3) (2020)
Juan Carrillo, Mark Crowley, Guangyuan Pan, Liping Fu
Design of Efficient Deep Learning models for Determining Road Surface Condition from Roadside Camera Images and Weather Data. CoRR (2020)
Junfei Qiao, Guangyuan Pan, Honggui Han
A regularization-reinforced DBN for digital recognition. Nat. Comput. 18 (4) (2019)
Matthew Muresan, Liping Fu, Guangyuan Pan
Adaptive Traffic Signal Control with Deep Reinforcement Learning An Exploratory Investigation. CoRR (2019)
Guangyuan Pan, Liping Fu, Lalita Thakali, Matthew Muresan, Ming Yu
An Improved Deep Belief Network Model for Road Safety Analyses. CoRR (2018)
Guangyuan Pan, Liping Fu, Ruifan Yu, Matthew Muresan
Winter Road Surface Condition Recognition Using A Pretrained Deep Convolutional Network. CoRR (2018)
Wenwen Tu, Feng Xiao, Liping Fu, Guangyuan Pan
A Deep Learning Model for Traffic Flow State Classification Based on Smart Phone Sensor Data. CoRR (2017)
Guangyuan Pan, Junfei Qiao, Wei Chai, Nikitas Dimopoulos
An improved RBM based on Bayesian Regularization. IJCNN (2014)