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CASIA OpenIR
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STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
作者:  Zebing Wei;  Hongxia Zhao;  Zhishuai Li;  Xiaojie Bu;  Yuanyuan Chen;  Xiqiao Zhang;  Yisheng Lv;  Fei-Yue Wang
Adobe PDF(7068Kb)  |  收藏  |  浏览/下载：278/70  |  提交时间：2023/01/03
Deep learning  graph neural network (GNN)  multi-stream  spatial-temporal feature extraction  temporal graph  traffic prediction  
A Collaborative Communication-Qmix Approach for Large-scale Networked Traffic Signal Control 会议论文
, Indianapolis, IN, United States, 2021-9-19
作者:  Chen, Xiaoyu;  Xiong, Gang;  Lv, Yisheng;  Chen, yuanyuan;  Song, bing;  Wang, Feiyue
Adobe PDF(1208Kb)  |  收藏  |  浏览/下载：259/66  |  提交时间：2022/06/16
A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction 会议论文
, Auckland, New Zealand, 2019-10-27
作者:  Zhishuai Li;  Gang Xiong;  Yuanyuan Chen;  Yisheng Lv;  Bin Hu;  Fenghua Zhu;  Fei-Yue Wang
Adobe PDF(305Kb)  |  收藏  |  浏览/下载：312/69  |  提交时间：2020/10/15
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
作者:  Chen, Yuanyuan;  Lv, Yisheng;  Wang, Fei-Yue
浏览  |  Adobe PDF(2070Kb)  |  收藏  |  浏览/下载：379/66  |  提交时间：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  
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
作者:  Chen, Yuanyuan;  Lv, Yisheng;  Wang, Xiao;  Li, Lingxi;  Wang, Fei-Yue
浏览  |  Adobe PDF(2273Kb)  |  收藏  |  浏览/下载：437/109  |  提交时间：2019/08/28
Deep learning  social transportation  traffic information detection  social media  text mining  
Long short-term memory model for traffic congestion prediction with online open data 会议论文
, Rio de Janeiro, Brazil, 1-4 Nov.2016
作者:  Yuan-yuan Chen;  Yisheng Lv;  Zhenjiang Li;  Fei-Yue Wang
浏览  |  Adobe PDF(575Kb)  |  收藏  |  浏览/下载：349/124  |  提交时间：2018/01/08
A Convolutional Neural Network for Traffic Information Sensing from Social Media Text 会议论文
, Japan, Oct. 16-19, 2017
作者:  Chen, Yuanyuan;  Lv, Yisheng;  Wang, Xiao;  Wang, Fei-Yue
浏览  |  Adobe PDF(282Kb)  |  收藏  |  浏览/下载：361/115  |  提交时间：2018/01/08
Long short-term memory model for traffic congestion prediction with online open data 会议论文
, Rio de Janeiro, Brazil, 1-4 Nov. 2016
作者:  Chen, Yuanyuan;  Lv, Yisheng;  Li, Zhenjiang;  Wang, Fei-Yue
浏览  |  Adobe PDF(575Kb)  |  收藏  |  浏览/下载：405/188  |  提交时间：2018/01/08