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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  
An Attention-Based Deep Learning Framework for Trip Destination Prediction of Sharing Bike Journal article
Wang, W, Zhao, X, Gong, Z. G., Chen, Z, Zhang, N, Wei, W. An Attention-Based Deep Learning Framework for Trip Destination Prediction of Sharing Bike[J]. IEEE Transactions on Intelligent Transportation Systems, 2021, 4601- 4610.
Authors:  Wang, W;  Zhao, X;  Gong, Z. G.;  Chen, Z;  Zhang, N; et al.
Favorite |   IF:7.9/8.3 | Submit date：2022/08/26
Sharing bike system  trip destination prediction  convolution neural networks  attention model  
An Attention-Based Deep Learning Framework for Trip Destination Prediction of Sharing Bike Journal article
Wang, Wei, Zhao, Xiaofeng, Gong, Zhiguo, Chen, Zhikui, Zhang, Ning, Wei, Wei. An Attention-Based Deep Learning Framework for Trip Destination Prediction of Sharing Bike[J]. IEEE Transactions on Intelligent Transportation Systems, 2021, 22(7), 4601-4610.
Authors:  Wang, Wei;  Zhao, Xiaofeng;  Gong, Zhiguo;  Chen, Zhikui;  Zhang, Ning; et al.
Favorite | TC[WOS]:54 TC[Scopus]:57  IF:7.9/8.3 | Submit date：2021/12/08
Attention Model  Convolution Neural Networks  Sharing Bike System  Trip Destination Prediction  
Practical model with strong interpretability and predictability: An explanatory model for individuals' destination prediction considering personal and crowd travel behavior Journal article
Zhao,Juanjuan, Ye,Jiexia, Xu,Minxian, Xu,Chengzhong. Practical model with strong interpretability and predictability: An explanatory model for individuals' destination prediction considering personal and crowd travel behavior[J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 35(18), e6151.
Authors:  Zhao,Juanjuan;  Ye,Jiexia;  Xu,Minxian;  Xu,Chengzhong
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:1.5/1.5 | Submit date：2021/03/09
Crowd Behavior  Discrete Choice Model  Individual Destination Prediction  Neural Network  
A Destination Prediction Model for Individual Passengers in Urban Rail Transit Conference paper
Hao Wang, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu, Liutao Zhang, Jun Zhang, Jing Sun. A Destination Prediction Model for Individual Passengers in Urban Rail Transit[C]:IEEE, 2020, 9130592.
Authors:  Hao Wang;  Juanjuan Zhao;  Kejiang Ye;  Cheng-Zhong Xu;  Liutao Zhang; et al.
Favorite | TC[Scopus]:3 | Submit date：2021/03/09
Multi-nominal Logit Model  Group Feature  Individual Feature  Context Feature  Destination Prediction