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How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022,Volume: 23,Issue: 5,Page: 3904
Authors:  Ye,Jiexia;  Zhao,Juanjuan;  Ye,Kejiang;  Xu,Chengzhong
Favorite |  | TC[WOS]:41 TC[Scopus]:14 | 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  
GLTC: A Metro Passenger Identification Method Across AFC Data and Sparse WiFi Data Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022
Authors:  Zhao, Juanjuan;  Zhang, Liutao;  Ye, Kejiang;  Ye, Jiexia;  Zhang, Jun;  Zhang, Fan;  Xu, Chengzhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/05
Afc Data  Character Recognition  Metro System  Passenger Identification.  Roads  Soft Sensors  Space Exploration  Spatiotemporal Phenomena  Trajectory  Trajectory  Wifi Access Data  Wireless Fidelity  
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]:5 | Submit date:2021/09/18
Gcn  Graph Convolutional Network  Gru  Relationship  Stock Movement  Stock Price  
AOAM: Automatic Optimization of Adjacency Matrix for Graph Convolutional Network Conference paper
Milan, Jan 10-15, 2021
Authors:  Yuhang Zhang;  Hongshuai Ren;  Jiexia Ye;  Xitong Gao;  Yang Wang;  Kejiang Ye;  Cheng-Zhong Xu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/18
Graph Convolutional Network  Adjacency Matrix  End-to-end  Node Information Entropy  
MDLF: A Multi-View-Based Deep Learning Framework for Individual Trip Destination Prediction in Public Transportation Systems Journal article
IEEE Transactions on Intelligent Transportation Systems, 2021
Authors:  Zhao, Juanjuan;  Zhang, Liutao;  Ye, Jiexia;  Xu, Chengzhong
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2022/05/13
Data Models  Deep Learning  Deep Learning  Destination Forecasting  Feature Extraction  Global Positioning System  Individual Mobility.  Its  Predictive Models  Real-time Systems  Trajectory  
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  
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]:1 | Submit date:2021/09/18
Metro Systems  Afc Data  Data Mining  Intelligent Transportation Systems  Dynamic Od Flow  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:10 | Submit date:2021/03/09
Gcn  Lstm  Passenger Flow Forecasting  Spatial-temporal Forecasting