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Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction Conference paper
Milan, 10-15 Jan. 2021
Authors:  Jiexia Ye;  Juanjuan Zhao;  Kejiang Ye;  Chengzhong Xu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/18
Gcn  Graph Convolutional Network  Gru  Relationship  Stock Movement  Stock Price  
Dynamic traffic bottlenecks identification based on congestion diffusion model by influence maximization in metro-city scales Journal article
Concurrency Computation, 2021,Volume: 33,Issue: 6
Authors:  Zhao,Baoxin;  Xu,Cheng Zhong;  Liu,Siyuan;  Zhao,Juanjuan;  Li,Li
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Bottlenecks Identification  Influence Maximization  Traffic Congestion Diffusion  Traffic Flow Influence  
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]:13 | 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  
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]:1 TC[Scopus]:1 | Submit date:2021/03/09
Crowd Behavior  Discrete Choice Model  Individual Destination Prediction  Neural Network  
CD-guide: A reinforcement learning based dispatching and charging approach for electric taxicabs Conference paper
Proceedings - 2020 IEEE 17th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2020, ELECTR NETWORK, DEC 10-13, 2020
Authors:  Yan,Li;  Shen,Haiying;  Kang,Liuwang;  Zhao,Juanjuan;  Xu,Chengzhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
Reinforcement Learning based Scheduling for Cooperative EV-to-EV Dynamic Wireless Charging Conference paper
Proceedings - 2020 IEEE 17th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2020, ELECTR NETWORK, DEC 10-13, 2020
Authors:  Yan,Li;  Shen,Haiying;  Kang,Liuwang;  Zhao,Juanjuan;  Xu,Chengzhong
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Mobicharger: Optimal scheduling for cooperative EV-to-EV dynamic wireless charging Conference paper
Proceedings - International Conference on Distributed Computing Systems, ELECTR NETWORK, NOV 29-DEC 01, 2020
Authors:  Yan,Li;  Shen,Haiying;  Kang,Liuwang;  Zhao,Juanjuan;  Xu,Chengzhong
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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, Glasgow, UK, 19-24 July 2020
Authors:  Ye,Jiexia;  Zhao,Juanjuan;  Ye,Kejiang;  Xu,Chengzhong
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Gcn  Lstm  Passenger Flow Forecasting  Spatial-temporal Forecasting  
A Data-Driven Method for Dynamic OD Passenger Flow Matrix Estimation in Urban Metro Systems Conference paper
BIGDATA 2020: Big Data – BigData 2020, Honolulu, HI, USA, 18 September 2020 - 20 September 2020
Authors:  Jiexia Ye;  JuanJuan Zhao;  Liutao Zhang;  ChengZhong Xu;  Jun Zhang;  Kejiang Ye
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/18
Metro Systems  Afc Data  Data Mining  Intelligent Transportation Systems  Dynamic Od Flow  
A Destination Prediction Model for Individual Passengers in Urban Rail Transit Conference paper
2020 International Conference on High Performance Big Data and Intelligent Systems (HPBD&IS), Shenzhen, China, 23-23 May 2020
Authors:  Wang,Hao;  Zhao,Juanjuan;  Ye,Kejiang;  Xu,Cheng Zhong;  Zhang,Liutao;  Zhang,Jun;  Sun,Jing
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
Multi-nominal Logit Model  Group Feature  Individual Feature  Context Feature  Destination Prediction