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2020 – today
- 2024
[j9]Guangyuan Pan
, Gongming Wang, Hao Wei, Qili Chen, Ancai Zhang:
Development of an Automated Global Crash Prediction Model With Adaptive Feature Selection of Deep Neural Networks. IEEE Trans. Ind. Informatics 20(10): 12010-12020 (2024)- 2023
- [j8]Chunhao Liu, Guangyuan Pan, Dongming Song, Hao Wei:
Air Quality Index Forecasting via Genetic Algorithm-Based Improved Extreme Learning Machine. IEEE Access 11: 67086-67097 (2023) - [j7]Qili Chen, Ancai Zhang, Guangyuan Pan:
A maximum-entropy-attention-based convolutional neural network for image perception. Neural Comput. Appl. 35(12): 8647-8655 (2023) - [j6]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): 7791-7801 (2023) - [j5]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): 5418-5426 (2023) - [c5]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: 3-15 - [c4]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: 178-190 - [c3]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: 258-269 - [c2]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: 413-426 - 2022
- [j4]Qili Chen, Wenbai Chen, Guangyuan Pan:
An improved picture-based prediction method of PM2.5 concentration. IET Image Process. 16(11): 2827-2833 (2022) - 2021
- [j3]Qili Chen, Guangyuan Pan:
A structure-self-organizing DBN for image recognition. Neural Comput. Appl. 33(3): 877-886 (2021) - 2020
- [j2]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): 735-744 (2020) - [i5]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 abs/2009.10282 (2020)
2010 – 2019
- 2019
- [j1]Junfei Qiao, Guangyuan Pan, Honggui Han:
A regularization-reinforced DBN for digital recognition. Nat. Comput. 18(4): 721-733 (2019) - [i4]Matthew Muresan, Liping Fu, Guangyuan Pan:
Adaptive Traffic Signal Control with Deep Reinforcement Learning An Exploratory Investigation. CoRR abs/1901.00960 (2019) - 2018
- [i3]Guangyuan Pan, Liping Fu, Ruifan Yu, Matthew Muresan:
Winter Road Surface Condition Recognition Using A Pretrained Deep Convolutional Network. CoRR abs/1812.06858 (2018) - [i2]Guangyuan Pan, Liping Fu, Lalita Thakali, Matthew Muresan, Ming Yu:
An Improved Deep Belief Network Model for Road Safety Analyses. CoRR abs/1812.07410 (2018) - 2017
- [i1]Wenwen Tu, Feng Xiao, Liping Fu, Guangyuan Pan:
A Deep Learning Model for Traffic Flow State Classification Based on Smart Phone Sensor Data. CoRR abs/1709.08802 (2017) - 2014
- [c1]Guangyuan Pan, Junfei Qiao, Wei Chai, Nikitas Dimopoulos:
An improved RBM based on Bayesian Regularization. IJCNN 2014: 2935-2939
Coauthor Index
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