中南大学 zhengliang

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郑亮

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Journal Publications

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[1] 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] A Generative Adversarial Network for Travel Times Imputation Using Trajectories data [J]. Computer-Aided Civil and Infrastructure Engineering, 2020,
[3]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] A Deep Learning based Multitask Model for Network-wide Traffic Speed Predication [J]. Neurocomputing, 2020, 396: 438-450
[5] 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] 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] 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] 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] 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] Network-wide signal timing stochastic simulation optimization with environmental concerns [J]. Applied Soft Computing Journal, 2019, 77: 678-687
[11] A stochstic simulation-based optimization method for calibrating VISSIM simulator under uncertainties [C]. The 19th COTA International Conference of Transportation Professionals, 2019,
[12] 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]Liang. Erasing Lane Changes from Roads: A Design of Future Road Intersections [J]. IEEE Transactions on Intelligent Vehicles, 2018, 3(2): 173-184
[14] 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] Backwash-spread effects of transportation corridors on the development of city groups [J]. Journal of Urban Planning and Development, 2018, 144(3):

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