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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：279/59  |  提交时间：2020/10/15
A Hybrid Learning Method for the Data-Driven Design of Linguistic Dynamic Systems 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2019, 卷号: 6, 期号: 6, 页码: 1487-1498
作者:  Li, Chengdong;  Yi, Jianqiang;  Lv, Yisheng;  Duan, Peiyong
浏览  |  Adobe PDF(7716Kb)  |  收藏  |  浏览/下载：291/81  |  提交时间：2020/03/30
Fuzzy set  least square method  linguistic dynamic system (LDS)  multi-objective optimization  
Introduction to the Special Issue on Intelligent Transportation Systems Empowered by AI Technologies 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 10, 页码: 3765-3770
作者:  Kong, Seung-Hyun;  Lv, Yisheng;  Vu, Hai L.;  Cano, Juan-Carlos;  Choi, Jun-Won;  Kum, Dongsuk;  Morris, Brendan Tran
收藏  |  浏览/下载：191/0  |  提交时间：2019/12/16
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：393/102  |  提交时间：2019/08/28
Deep learning  social transportation  traffic information detection  social media  text mining  
Data driven parallel prediction of building energy consumption using generative adversarial nets 期刊论文
ENERGY AND BUILDINGS, 2019, 卷号: 186, 页码: 230-243
作者:  Tian, Chenlu;  Li, Chengdong;  Zhang, Guiqing;  Lv, Yisheng
收藏  |  浏览/下载：211/0  |  提交时间：2019/07/12
building energy consumption  deep learning  parallel prediction  Generative Adversarial Nets  
Fiber-Optic Auditory Nerve of Ground in the Suburb: For Traffic Flow Monitoring 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 166704-166710
作者:  Liang, Sheng;  Zhao, Xiaoting;  Liu, Ruijun;  Zhang, Xiaodong;  Wang, Liang;  Zhang, Xinghua;  Lv, Yisheng;  Meng, Fanchao
收藏  |  浏览/下载：241/0  |  提交时间：2020/03/30
Fiber-optic distributed vibration sensor (DVS)  fiber-optic nerve of ground  phi-OTDR  smart ground  Internet of Things (IoT)  smart traffic  traffic flow