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Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 卷号: 21, 期号: 4, 页码: 1624-1630
Authors:  Chen, Yuanyuan;  Lv, Yisheng;  Wang, Fei-Yue
View  |  Adobe PDF(2070Kb)  |  Favorite  |  View/Download：51/7  |  Submit date：2020/06/02
Generators  Data models  Gallium nitride  Generative adversarial networks  Training  Loss measurement  Biological system modeling  Parallel data  generative adversarial networks  traffic flow imputation  data augmentation  deep learning  
Real-Time Facial Affective Computing on Mobile Devices 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 3, 页码: 15
Authors:  Guo, Yuanyuan;  Xia, Yifan;  Wang, Jing;  Yu, Hui;  Chen, Rung-Ching
Favorite  |  View/Download：18/0  |  Submit date：2020/06/02
facial affective computing  convolutional neural networks  deep learning  mobile development  
A common hub for sleep and motor control in the substantia nigra 期刊论文
SCIENCE, 2020, 卷号: 367, 期号: 6476, 页码: 440-+
Authors:  Liu, Danqian;  Li, Weifu;  Ma, Chenyan;  Zheng, Weitong;  Yao, Yuanyuan;  Tso, Chak Foon;  Zhong, Peng;  Chen, Xi;  Song, Jun Ho;  Choi, Woochul;  Paik, Se-Bum;  Han, Hua;  Dan, Yang
View  |  Adobe PDF(2023Kb)  |  Favorite  |  View/Download：44/2  |  Submit date：2020/03/30
sleep and motor control  substantia nigra  behavior analysis  
A Multi-Stream Feature Fusion Approach for Traffic Prediction 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 99, 期号: 1, 页码: 1-10
Authors:  Zhishuai Li;  Gang Xiong;  Yonglin Tian;  Yisheng Lv;  Yuanyuan Chen;  Pan Hui;  Xiang Su
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Traffic prediction, graph convolutional neural network, deep learning, multi-stream  
Differential Time-variant Traffic Flow Prediction Based on Deep Learning 会议论文
, Rhodes, Greece, September 20-23, 2020
Authors:  Wei Zhang;  Fenghua Zhu;  Yuanyuan Chen;  Xiao Wang;  Gang Xiong;  Fei-Yue Wang
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Acting As A Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 期号: Accepted, 页码: Accepted
Authors:  Yuanyuan Chen;  Hongyu Chen;  Peijun Ye;  Yisheng Lv;  Fei-Yue Wang
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Traffic Flow Prediction  Ensemble Learning  Deep Learning  
Cholesky Decomposition-Based Metric Learning for Video-Based Human Action Recognition 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 36313-36321
Authors:  Chen, Si;  Shen, Yuanyuan;  Yan, Yan;  Wang, Dahan;  Zhu, Shunzhi
Favorite  |  View/Download：15/0  |  Submit date：2020/06/02
Human action recognition  metric learning  Cholesky decomposition  
Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 21, 期号: 10, 页码: 4063 - 4071
Authors:  Fenghua Zhu;  Yisheng Lv;  Yuanyuan Chen;  Xiao Wang;  Gang Xiong;  Fei-Yue Wang
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Intelligent transportation systems  
A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction 会议论文
, Auckland, New Zealand, 2019-10-27
Authors:  Zhishuai Li;  Gang Xiong;  Yuanyuan Chen;  Yisheng Lv;  Bin Hu;  Fenghua Zhu;  Fei-Yue Wang
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Detecting Traffic Information From Social Media Texts With Deep Learning Approaches 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 8, 页码: 3049-3058
Authors:  Chen, Yuanyuan;  Lv, Yisheng;  Wang, Xiao;  Li, Lingxi;  Wang, Fei-Yue
View  |  Adobe PDF(2273Kb)  |  Favorite  |  View/Download：112/25  |  Submit date：2019/08/28
Deep learning  social transportation  traffic information detection  social media  text mining