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A Heterogeneous Graph Convolution Based Method for Short-Term OD Flow Completion and Prediction in a Metro System Journal article
Ye, Jiexia, Zhao, Juanjuan, Zheng, Furong, Xu, Chengzhong. A Heterogeneous Graph Convolution Based Method for Short-Term OD Flow Completion and Prediction in a Metro System[J]. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(11), 15614-15627.
Authors:  Ye, Jiexia;  Zhao, Juanjuan;  Zheng, Furong;  Xu, Chengzhong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.9/8.3 | Submit date：2024/12/05
Origin-destination Matrix Prediction  Data Completion  Metro  Spatiotemporal  Heterogeneous Graph  
Metro OD Matrix Prediction based on Multi-view Passenger Flow Evolution Trend Modeling Journal article
Furong Zheng, Juanjuan Zhao, Jiexia Ye, Xitong Gao, Kejiang Ye, Chengzhong Xu. Metro OD Matrix Prediction based on Multi-view Passenger Flow Evolution Trend Modeling[J]. IEEE Transactions on Big Data, 2022, 9(3), 991 - 1003.
Authors:  Furong Zheng;  Juanjuan Zhao;  Jiexia Ye;  Xitong Gao;  Kejiang Ye; et al.
Favorite | TC[WOS]:7 TC[Scopus]:5  IF:7.5/5.8 | Submit date：2023/01/30
Graph Attention Networks  Origin Destination Prediction  
Completion and augmentation-based spatiotemporal deep learning approach for short-term metro origin-destination matrix prediction under limited observable data Journal article
Jiexia Ye, Juanjuan Zhao, Furong Zheng, Chengzhong Xu. Completion and augmentation-based spatiotemporal deep learning approach for short-term metro origin-destination matrix prediction under limited observable data[J]. NEURAL COMPUTING & APPLICATIONS, 2022, 35(4), 3325 - 3341.
Authors:  Jiexia Ye;  Juanjuan Zhao;  Furong Zheng;  Chengzhong Xu
Favorite | TC[WOS]:11 TC[Scopus]:13  IF:4.5/4.7 | Submit date：2023/01/30
Origin-destination Matrix Prediction  Destination Distribution Availability  Self-attention Mechanism  Temporal Convolution Network