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Knowledge Commons of Institute of Automation,CAS
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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
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View/Download:51/7
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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
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View/Download:18/0
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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
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Adobe PDF(2023Kb)
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View/Download:44/2
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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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View/Download:20/5
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Submit date:2020/10/15
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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Adobe PDF(801Kb)
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View/Download:25/14
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Submit date:2020/10/20
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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Adobe PDF(2382Kb)
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Submit date:2020/10/16
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
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View/Download:15/0
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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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Adobe PDF(2879Kb)
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View/Download:21/5
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Submit date:2020/10/15
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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Adobe PDF(302Kb)
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View/Download:17/5
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Submit date:2020/10/15
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
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Adobe PDF(2273Kb)
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View/Download:112/25
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Submit date:2019/08/28
Deep learning
social transportation
traffic information detection
social media
text mining