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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]:5 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]:10 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