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Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Journal article
Transportation Research Part C: Emerging Technologies, 2021,Volume: 125
Authors:  Li,Zhenning;  Yu,Hao;  Zhang,Guohui;  Dong,Shangjia;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/05/31
Adaptive traffic signal control  Deep learning  Knowledge sharing  Multi-agent reinforcement learning  Transportation network  
Deep Learning Empowered Traffic Offloading in Intelligent Software Defined Cellular V2X Networks Journal article
IEEE Transactions on Vehicular Technology, 2020,Volume: 69,Issue: 11,Page: 13328-13340
Authors:  Fan,Bo;  He,Zhengbing;  Wu,Yuan;  He,Jia;  Chen,Yanyan;  Jiang,Li
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
C-v2x Networks  Deep Learning  Software-defined-networking  Traffic Offloading  
Optimal power dispatch for district cooling system considering cooling water transport delay Conference paper
Nanjing, China, 20-23 Sept. 2020
Authors:  Ge Chen;  Biao Yan;  Hongcai Zhang;  Yonghua Song
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/13
District Cooling System  Power Dispatch  Hvac  Water Transport Delay  
Power and Transport Nexus: Routing Electric Vehicles to Promote Renewable Power Integration Journal article
IEEE Transactions on Smart Grid, 2020,Volume: 11,Issue: 4,Page: 3291-3301
Authors:  Zhang,Hongcai;  Hu,Zechun;  Song,Yonghua
Favorite |  | TC[WOS]:12 TC[Scopus]:11 | Submit date:2021/03/09
Charging Navigation  Plug-in Electric Vehicle  Power System  Routing  Transportation  
Optimal Investment of Electrolyzers and Seasonal Storages in Hydrogen Supply Chains Incorporated With Renewable Electric Networks Journal article
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2020,Volume: 11,Issue: 3,Page: 1773-1784
Authors:  Jiarong Li;  Jin Lin;  Hongcai Zhang;  Yonghua Song;  Gang Chen;  Lijie Ding;  Danxi Liang
Favorite |  | TC[WOS]:6 TC[Scopus]:9 | Submit date:2021/05/10
Hydrogen Supply Chain  Electric Network  The Uniform Hierarchical Time Discretization Method  
Multi-STGCnet: A Graph Convolution Based Spatial-Temporal Framework for Subway Passenger Flow Forecasting Conference paper
Proceedings of the International Joint Conference on Neural Networks
Authors:  Ye,Jiexia;  Zhao,Juanjuan;  Ye,Kejiang;  Xu,Chengzhong
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/09
GCN  LSTM  Passenger flow forecasting  Spatial-Temporal Forecasting  
Leveraging Dynamic Stackelberg Pricing Game for Multi-Mode Spectrum Sharing in 5G-VANET Journal article
IEEE Transactions on Vehicular Technology, 2020,Volume: 69,Issue: 6,Page: 6374-6387
Authors:  Qian,Bo;  Zhou,Haibo;  Ma,Ting;  Xu,Yunting;  Yu,Kai;  Shen,Xuemin;  Hou,Fen
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/11
5G  evolutionary game  mode selection  spectrum sharing  Stackelberg pricing game  VANET  
Practical model with strong interpretability and predictability: An explanatory model for individuals' destination prediction considering personal and crowd travel behavior Journal article
Concurrency Computation, 2020
Authors:  Zhao,Juanjuan;  Ye,Jiexia;  Xu,Minxian;  Xu,Chengzhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
crowd behavior  discrete choice model  individual destination prediction  neural network  
How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey Journal article
IEEE Transactions on Intelligent Transportation Systems, 2020
Authors:  Ye,Jiexia;  Zhao,Juanjuan;  Ye,Kejiang;  Xu,Chengzhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Accidents  Computer architecture  deep learning  Deep learning  GCN  GNNs  graph  graph convolution network  Graph neural networks  ITS.  Public transportation  Roads  Task analysis  traffic domain  traffic forecasting  Urban areas  
Short-Term Traffic Prediction by Two-Level Data Driven Model in 5G-Enabled Edge Computing Networks Journal article
IEEE Access, 2019,Volume: 7,Page: 123981-123991
Authors:  Huang,Yupin;  Qian,Liping;  Feng,Anqi;  Yu,Ningning;  Wu,Yuan
Favorite |  | TC[WOS]:3 TC[Scopus]:5 | Submit date:2021/03/11
Deep Belief Network  Edge Computing  Hidden Markov Model  Short-term Traffic Prediction