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Taxi Demand Prediction Using Parallel Multi-Task Learning Model 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 99, 期号: 1, 页码: 1-10
Authors:  Chizhan Zhang;  Fenghua Zhu;  Xiao Wang;  Leilei Sun;  Haina Tang;  Yisheng Lv
View  |  Adobe PDF(3947Kb)  |  Favorite  |  View/Download:27/8  |  Submit date:2020/10/15
Taxi demand prediction, pick-up/drop-off demand, multi-task learning, LSTM, deep learning  
SOFTWARE-DEFINED ARCHITECTURE FOR URBAN REGIONAL TRAFFIC SIGNAL CONTROL 期刊论文
PROMET-TRAFFIC & TRANSPORTATION, 2020, 卷号: 32, 期号: 2, 页码: 229-236
Authors:  Chen, Songhang;  Zhang, Dan;  Zhu, Fenghua
Favorite  |  View/Download:16/0  |  Submit date:2020/06/22
regional traffic signal control  heterogeneous environment  software-defined RTSC systems  virtualization  
Differential Time-variant Traffic Flow Prediction Based on Deep Learning 会议论文
, Rhodes, Greece, September 20-23, 2020
Authors:  Wei Zhang;  Fenghua Zhu;  Yuanyuan Chen;  Xiao Wang;  Gang Xiong;  Fei-Yue Wang
View  |  Adobe PDF(801Kb)  |  Favorite  |  View/Download:19/13  |  Submit date:2020/10/20
Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 21, 期号: 10, 页码: 4063 - 4071
Authors:  Fenghua Zhu;  Yisheng Lv;  Yuanyuan Chen;  Xiao Wang;  Gang Xiong;  Fei-Yue Wang
View  |  Adobe PDF(2879Kb)  |  Favorite  |  View/Download:18/4  |  Submit date:2020/10/15
Intelligent transportation systems  
A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction 会议论文
, Auckland, New Zealand, 2019-10-27
Authors:  Zhishuai Li;  Gang Xiong;  Yuanyuan Chen;  Yisheng Lv;  Bin Hu;  Fenghua Zhu;  Fei-Yue Wang
View  |  Adobe PDF(302Kb)  |  Favorite  |  View/Download:15/5  |  Submit date:2020/10/15
Consistent Population Synthesis with Multi-Social Relationships Based on Tensor Decomposition 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2019, 卷号: 00, 期号: 00, 页码: 00
Authors:  Peijun Ye;  Fenghua Zhu;  Samer Sabri;  Fei-Yue Wang
View  |  Adobe PDF(2643Kb)  |  Favorite  |  View/Download:74/20  |  Submit date:2019/10/10
Population Synthesis  Multiple Social Relationships  Tensor Decomposition  Agent-based Simulation  
A Control Strategy Combined Thermostat Control with DC-Link Voltage Control for Series Hybrid Electric Vehicles 会议论文
, Maui, Hawaii, USA, Nov. 4-7, 2018
Authors:  Can Luo;  Zhen Shen;  Simos Evangelou;  Gang Xiong;  Wang X(王晓);  Yisheng Lv;  Xisong Dong;  Fenghua Zhu;  Fei-Yue Wang
View  |  Adobe PDF(837Kb)  |  Favorite  |  View/Download:71/12  |  Submit date:2019/08/28
Series Hybrid Electric Vehicles  
A Parallel Transportation Management and Control System for Bus Rapid Transit Using the ACP Approach 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2017, 卷号: 18, 期号: 9, 页码: 2569-2574
Authors:  Dong, Xisong;  Lin, Yuetong;  Shen, Dayong;  Li, Zhengxi;  Zhu, Fenghua;  Hu, Bin;  Fan, Dong;  Xiong, Gang
View  |  Adobe PDF(2125Kb)  |  Favorite  |  View/Download:122/9  |  Submit date:2018/03/03
Bus Rapid Transit (Brt)  Acp Approach Parallel Transportation System  Dynamic Perception  Artificial Transportation System  
Parallel Transportation Management and Control System for Subways 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2017, 卷号: 18, 期号: 7, 页码: 1974-1979
Authors:  Xiong, Gang;  Shen, Dayong;  Dong, Xisong;  Hu, Bin;  Fan, Dong;  Zhu, Fenghua
View  |  Adobe PDF(1308Kb)  |  Favorite  |  View/Download:160/44  |  Submit date:2017/09/12
Subways  Acp Approach  Status Perception  Artificial Subway System  Computational Experiments Platform  Parallel Execution System  
Parallel Transportation Management and Control System and Its Applications in Building Smart Cities 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2016, 卷号: 17, 期号: 6, 页码: 1576-1585
Authors:  Zhu, Fenghua;  Li, Zhenjiang;  Chen, Songhang;  Xiong, Gang
Adobe PDF(1133Kb)  |  Favorite  |  View/Download:226/98  |  Submit date:2016/10/20
Intelligent Transportation Systems (Its)  Artificial System  Computational Experiment And Parallel Execution (Acp) Approach  Parallel Transportation Management And Control System (Ptms)  Computational Experiment  Its Cloud  Social Transportation  Transportation Knowledge Automation