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郑亮

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Journal Publications

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[1]Zheng*, Liang, Xie, Ruihang, Zhang, Kunpeng, Cai, Jianming, Luo, Huimin, Zheng, A multi-task deep learning model for short-term taxi demand forecasting considering spatiotemporal dependences[J].Journal of Traffic and Transportation Engineering (English Edition), 2020
[2]Kunpeng, Zhang, Zhengbing, He, Liang, Zhao, Lan, Wu, Liang, Zheng, A Generative Adversarial Network for Travel Times Imputation Using Trajectories data[J].Computer-Aided Civil and Infrastructure Engineering, 2020
[3]*, Liu*, Zheng, Liang, Zijian, Zhang, Kunpeng, Liu.Short-Term Prediction of Passenger Demand in Multi-Zone Level: Temporal Convolutional Neural Network With Multi-Task Learning[J].IEEE Transactions on Intelligent Transportation Systems, 2020, 21 (4) : 1480-1490.
[4]Zhang*, Kunpeng, Zhang, Zijian, Liu, Ning, Jia, Liang, Zheng, A Deep Learning based Multitask Model for Network-wide Traffic Speed Predication[J].Neurocomputing, 2020, 396: 438-450.
[5]Zhang, Kunpeng, Zhu, Chuang, Huang, Huimin, Zheng, Liang, A tensor-based K-nearest neighbors method for traffic speed prediction under data missing[J].Transportmetrica B: Transport Dynamics, 2020, 8 (1) : 182-199.
[6]郑亮*, 薛新风, 徐成成, 郑亮, 集成VISSIM/VISUM与MATLAB的多精度仿真控制平台研究[J].物流科技, 2019, 42 (1) : 65-68.
[7]Zheng*, Liang, Ran, Bin, Xu, Chengcheng, Xue, Xinfeng, Zheng, Liang, Zheng, Zheng, Liang, A stochastic simulation-based optimization method for equitable and efficient network-wide signal timing under uncertainties[J].Transportation Research Part B, 2019, 122: 287-308.
[8]Li, He*, Zhengbing, Sisi, He, Tian, Zhu, Chuang, Zheng, Liang, He, He, Liu.Empirical validation of vehicle type-dependent car-following heterogeneity from micro- and macro-viewpoints[J].Transportmetrica B: Transport Dynamics, 2019, 7 (1) : 765-787.
[9]Liu*, Zheng*, Zijian, Liang, Ning, Jia, Zhang, Kunpeng, Liu, Zheng, A novel generative adversarial network for estimation of trip travel time distribution with trajectory data[J].Transportation Research Part C, 2019, 108: 223-244.
[10]Zheng*, Liang, Ran, Bin, Jin, J., Peter, Xu, Chengcheng, Zheng, Liang, Zheng, Zheng, Liang, Network-wide signal timing stochastic simulation optimization with environmental concerns[J].Applied Soft Computing Journal, 2019, 77: 678-687.
[11]Zheng*, Liang, Ye, Jin, Xue, Xinfeng, Zheng, A stochstic simulation-based optimization method for calibrating VISSIM simulator under uncertainties[C].The 19th COTA International Conference of Transportation Professionals, 2019
[12]Zheng*, Liang, Junfang, He, Tian, Zhao, Ting, Wang, Zaitao, Zheng, Mitigation Strategies for Overuse of Chinese Bikesharing Systems based on Game Theory Analyses of Three Generations Worldwide[J].Journal of Cleaner Production, 2019, 227: 447-456.
[13]Lu*, ？Liang, Lili, Guan, Wei, Zheng, He, Zhengbing, Lu, Liang.Erasing Lane Changes from Roads: A Design of Future Road Intersections[J].IEEE Transactions on Intelligent Vehicles, 2018, 3 (2) : 173-184.
[14]郑亮*, 罗慧敏, 郑亮, 基于效率-安全评价的近距离错位交叉口信控优化[J].交通信息与安全, 2018, 36 (1) : 65-73.
[15]Huang*, Helai, Zheng, Liang, Li, Meng, Gu, Yaru, Huang, Backwash-spread effects of transportation corridors on the development of city groups[J].Journal of Urban Planning and Development, 2018, 144 (3)
[16]Zhu*, Ning, Huang, Helai, Dong, Ni, He, Tian, Zhu, Chuang, Zheng, Liang, Zhu, Zhu, Feature selection based approach for urban short-term travel speed prediction[J].IET Intelligent Transport Systems, 2018, 12 (6) : 474-484.
[17]He*, He, Zhengbing, Tian, Zhu, Chuang, Zheng, Liang, He, He.Safety Rule-Based Cellular Automaton Modeling and Simulation under V2V Environment[J].Transportmetrica A: Transport Science, 2018
[18]He*, He, Zhengbing, Tian, Zheng, Liang, He, He, He.An anisotropic continuum model and its calibration with an improve monkey algorithm[J].Transportmetrica A, 2017, 13 (6) : 519-543.
[19]Huang*, Helai, Ran, Bin, Zheng, Liang, Huang, Safety evaluation for driving behaviors under bi-directional looking context[J].Journal of Intelligent Transportation Systems, 2017, 21 (4) : 255-270.
[20]He*, He, Zhengbing, Tian, Zheng, Liang, He, He.A flexible traffic stream model and its three representation of traffic flow[J].Transportation Research Part C, 2017, 75: 136-167.

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