About
Dr. De Zhao is an associated Professor at the School of Transportation at Southeast University since December 2019. He obtained his Ph.D degree from Southeast University at the School of Transportation in 2016. During his Ph.D studies, he spent one year as a joint Ph.D. student at the University of Pennsylvania from 2014 to 2015. After that, he worked as a research fellow at the University of Singapore from 2017 to 2019.Dr. Zhao’s research areas include public transit evaluation, simulation of urban transportation systems, big data and modeling, and machine learning. He has been the leading PI of several high-level research projects, including the National Natural Science Foundation of China, National Key R&D Program, etc. He has published more than ten peer-reviewed papers at the top SCI/SSCI journals, including Transportation Research Part A/B/C/D, Transportation, IEEE ITS Magazine, etc.
Contact Information
Address: School of Transportation, Southeast University, 2# Dongnandaxue Road, Nanjing, Jiangsu 211189, China
Email: zhaode@seu.edu.cn
Selected Publications
De Zhao, Wei Zhou, Wei Wang, Xuedong Hua. Trip purpose prediction using travel survey data with POI information via gradient boosting decision trees, IET Intelligent Transport Systems, 2023
De Zhao, Yan Zhang, Wei Wang, Xuedong Hua, Min Yang. Car-following trajectory data imputation with adversarial convolutional neural network, IET Intelligent Transport Systems, 2023
De Zhao, Hua Wang, Zhiyuan Liu. Charging-Related State Prediction for Electric Vehicles Using the Deep Learning Model, Journal of Advanced Transportation，2022
De Zhao, Ghim Ping Ong. Geo-fenced parking spaces identification for free-floating bicycle sharing system, Transportation Research Part A, 2021
Hua Wang, Qiang Meng, Jing Wang, De Zhao. An electric-vehicle corridor model in a dense city with applications to charging location and traffic management, Transportation Research Part B, 2021
De Zhao and Hua Wang. Longitudinal Influence of Autonomous Vehicles and Vehicular Communication on Post-accident Traffic, IEEE Intelligent Transportation Systems Magazine , 2020
Hua Wang, De Zhao, Qiang Meng, Ghim Ping Ong, Der-Horng Lee. Network-Level Energy Consumption Estimation for Electric Vehicles Considering Vehicle and User Heterogeneity, Transportation Research Part A, 2020
De Zhao, Ghim Ping Ong, Wei Wang and Xiaojian Hu. Effect of Built Environment on Shared Bicycle Reallocation: A Case Study on Nanjing, China, Transportation Research Part A, 2019
Hua Wang, De Zhao, Qiang Meng, Ghim Ping Ong, Der-Horng Lee. A four-step method for electric-vehicle charging facility deployment in a dense city: an empirical study in Singapore, Transportation Research Part A, 2019
Siyu Hao, Der-Horng Lee and De Zhao. Sequence to Sequence Learning with Attention Mechanism for Short-term Passenger Flow Prediction in Large-scale Metro System, Transportation Research Part C, 2019
Hua Wang, De Zhao, Yutong Cai, Qiang Meng, Ghim Ping Ong. A trajectory-based energy consumption estimation method considering battery degradation for an urban electric vehicle network, Transportation Research Part D, 2019
De Zhao, Wei Wang, Chenyang Li, Yanjie Ji, Xiaojian Hu and Wenfu Wang. Recognizing Metro-Bus Transfers from Smart Card Data, Transportation Planning and Technology, 2019
De Zhao， Wei Wang， Ghim Ping Ong and Yanjie Ji，An Association Rule Based Method to Integrate Metro-Public Bicycle Smart Card Data for Trip Chain Analysis，Journal of Advanced Transportation，2018
De Zhao， Wei Wang， Amber Woodburn and Megan S. Ryerson，Isolating high-priority metro and feeder bus transfers using smart card data，Transportation，2017
De Zhao， Wei Wang， Yuan Zheng， Yanjie Ji， Wenfu Wang and Xiaojian Hu，Evaluation of Interactions Between Buses and Bicycles at Stops，Transportation Research Record，2014
De Zhao， Wei Wang， Chenyang Li， Zhibin Li， Pengming Fu and Xiaojian Hu，Modeling of Passing Events in Mixed Bicycle Traffic with Cellular Automata，Transportation Research Record，2013