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Journal Articles
- 2017
[j4]Yisheng Lv, Yuanyuan Chen, Xiqiao Zhang, Yanjie Duan, Naiqiang Li Li:
Social media based transportation research: the state of the work and the networking. IEEE CAA J. Autom. Sinica 4(1): 19-26 (2017)- [j3]Kunfeng Wang, Chao Gou
, Yanjie Duan, Yilun Lin, Xinhu Zheng, Fei-Yue Wang:
Generative adversarial networks: introduction and outlook. IEEE CAA J. Autom. Sinica 4(4): 588-598 (2017) - 2015
- [j2]Yisheng Lv, Yanjie Duan, Wenwen Kang, Zhengxi Li, Fei-Yue Wang:
Traffic Flow Prediction With Big Data: A Deep Learning Approach. IEEE Trans. Intell. Transp. Syst. 16(2): 865-873 (2015) - [j1]Yisheng Lv, Xiqiao Zhang, Wenwen Kang, Yanjie Duan:
Managing Emergency Traffic Evacuation With a Partially Random Destination Allocation Strategy: A Computational-Experiment-Based Optimization Approach. IEEE Trans. Intell. Transp. Syst. 16(4): 2182-2191 (2015)
Conference and Workshop Papers
- 2021
- [c7]Longyuan Li, Jihai Zhang, Junchi Yan, Yaohui Jin, Yunhao Zhang, Yanjie Duan, Guangjian Tian:
Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting. AAAI 2021: 8420-8428 - 2020
- [c6]Jingyu Zhao, Feiqing Huang, Jia Lv, Yanjie Duan, Zhen Qin, Guodong Li, Guangjian Tian:
Do RNN and LSTM have Long Memory? ICML 2020: 11365-11375 - 2016
- [c5]Yanjie Duan, Yisheng Lv, Fei-Yue Wang:
Travel time prediction with LSTM neural network. ITSC 2016: 1053-1058 - [c4]Yanjie Duan, Yisheng Lv, Fei-Yue Wang:
Performance evaluation of the deep learning approach for traffic flow prediction at different times. SOLI 2016: 223-227 - 2014
- [c3]Yanjie Duan, Yisheng Lv, Wenwen Kang, Yifei Zhao:
A deep learning based approach for traffic data imputation. ITSC 2014: 912-917 - [c2]Yu-Liang Liu, Yanjie Duan, Wenwen Kang:
Semi-actuated arterial coordination for traffic control: A practical method. SOLI 2014: 222-226 - [c1]Yiefei Zhao, Hang Gao, Yisheng Lv, Yanjie Duan:
Latent factor model for traffic signal control. SOLI 2014: 227-232
Informal and Other Publications
- 2021
- [i2]Longyuan Li, Jihai Zhang, Junchi Yan, Yaohui Jin, Yunhao Zhang, Yanjie Duan, Guangjian Tian:
Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting. CoRR abs/2102.00431 (2021) - 2020
- [i1]Jingyu Zhao, Feiqing Huang, Jia Lv, Yanjie Duan, Zhen Qin, Guodong Li, Guangjian Tian:
Do RNN and LSTM have Long Memory? CoRR abs/2006.03860 (2020)
Coauthor Index
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