Zhengbing He

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 35

Top Topics

Linear Regression

Top Venues

IEEE Trans. Intell. Transp. Syst.

J. Intell. Transp. Syst.

Publications

Kunpeng Zhang, Feng Zhou, Lan Wu, Na Xie, Zhengbing He
Semantic understanding and prompt engineering for large-scale traffic data imputation. Inf. Fusion 102 (2024)
Zhenghong Wang, Yi Wang, Furong Jia, Fan Zhang, Nikita Klimenko, Leye Wang, Zhengbing He, Zhou Huang, Yu Liu
Spatiotemporal Fusion Transformer for large-scale traffic forecasting. Inf. Fusion 107 (2024)
Kangning Hou, Jia Zou, Fangfang Zheng, Xiaobo Liu, Zhengbing He
On the precise quantification of the impact of a single discretionary lane change on surrounding traffic. CoRR (2024)
Zhengbing He
Refining Time-Space Traffic Diagrams: A Simple Multiple Linear Regression Model. IEEE Trans. Intell. Transp. Syst. 25 (2) (2024)
Xiaolei Wang, Chen Yang, Yuzhen Feng, Luohan Hu, Zhengbing He
A prediction-based forward-looking vehicle dispatching strategy for dynamic ride-pooling. CoRR (2024)
Yuebing Liang, Zhan Zhao, Fangyi Ding, Yihong Tang, Zhengbing He
Time-dependent trip generation for bike sharing planning: A multi-task memory-augmented graph neural network. Inf. Fusion 106 (2024)
Jia He, Jie Qu, Jian Zhang, Zhengbing He
The Impact of a Single Discretionary Lane Change on Surrounding Traffic: An Analytic Investigation. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Kunpeng Zhang, Lan Wu, Liang Zheng, Na Xie, Zhengbing He
Large-Scale Traffic Data Imputation with Spatiotemporal Semantic Understanding. CoRR (2023)
Haoran Jiang, Zhihong Yao, Yangsheng Jiang, Zhengbing He
Is All-Direction Turn Lane a Good Choice for Autonomous Intersections? A Study of Method Development and Comparisons. IEEE Trans. Veh. Technol. 72 (7) (2023)
Shiyi Wang, Yuxuan Zhu, Zhiheng Li, Yutong Wang, Li Li, Zhengbing He
ChatGPT as Your Vehicle Co-Pilot: An Initial Attempt. IEEE Trans. Intell. Veh. 8 (12) (2023)
Yang Yu, Zhengbing He, Xiaobo Qu
On the Impact of Prior Experiences in Car-Following Models: Model Development, Computational Efficiency, Comparative Analyses, and Extensive Applications. IEEE Trans. Cybern. 53 (3) (2023)
Kunpeng Zhang, Xiaoliang Feng, Lan Wu, Zhengbing He
Trajectory Prediction for Autonomous Driving Using Spatial-Temporal Graph Attention Transformer. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Shuai Wen, Xin Gu Shahd Omar, Xi Jin, Zhengbing He
Analysis of Vehicle Driving Styles at Freeway Merging Areas Using Trajectory Data. ITSC (2022)
Zhengbing He
Refining time-space traffic diagrams: A multiple linear regression model. CoRR (2022)
Hongsheng Qi, Zhengbing He
Road Intersection Optimization Considering Spatial-Temporal Interactions Among Turning Movement Spillovers. IEEE Trans. Intell. Transp. Syst. 23 (5) (2022)
Jincai Huang, Yunfei Zhang, Min Deng, Zhengbing He
Mining crowdsourced trajectory and geo-tagged data for spatial-semantic road map construction. Trans. GIS 26 (2) (2022)
Zijian Bai, Lei Yang, Chenyi Fu, Zhaocai Liu, Zhengbing He, Ning Zhu
A robust approach to integrated wireless charging infrastructure design and bus fleet size optimization. Comput. Ind. Eng. 168 (2022)
Lili Lu, Zhengbing He, Jian Wang, Jufeng Chen, Wei Wang
Estimation of lane-level travel time distributions under a connected environment. J. Intell. Transp. Syst. 25 (5) (2021)
Bo Fan, Yuan Wu, Zhengbing He, Yanyan Chen, Tony Q. S. Quek, Cheng-Zhong Xu
Digital Twin Empowered Mobile Edge Computing for Intelligent Vehicular Lane-Changing. IEEE Netw. 35 (6) (2021)
Kunpeng Zhang, Zhengbing He, Liang Zheng, Liang Zhao, Lan Wu
A generative adversarial network for travel times imputation using trajectory data. Comput. Aided Civ. Infrastructure Eng. 36 (2) (2021)
Zhengbing He, Wenyi Zhang, Ning Jia
Estimating Carbon Dioxide Emissions of Freeway Traffic: A Spatiotemporal Cell-Based Model. IEEE Trans. Intell. Transp. Syst. 21 (5) (2020)
Bo Fan, Zhengbing He, Hui Tian, Dewen Kong, Yanyan Chen
Energy-Efficient Resource Allocation for Dynamic Priority-Based Vehicular Mobile-Health Communications. IEEE Syst. J. 14 (2) (2020)
Bo Fan, Zhengbing He, Yuan Wu, Jia He, Yanyan Chen, Li Jiang
Deep Learning Empowered Traffic Offloading in Intelligent Software Defined Cellular V2X Networks. IEEE Trans. Veh. Technol. 69 (11) (2020)
Lishan Liu, Ning Jia, Lei Lin, Zhengbing He
A Cohesion-Based Heuristic Feature Selection for Short-Term Traffic Forecasting. IEEE Access 7 (2019)
Geqi Qi, Wei Guan, Zhengbing He, Ailing Huang
Adaptive kernel fuzzy C-Means clustering algorithm based on cluster structure. J. Intell. Fuzzy Syst. 37 (2) (2019)
Zhengbing He, Jia Hu, Byungkyu Brian Park, Michael W. Levin
Vehicle sensor data-based transportation research: Modeling, analysis, and management. J. Intell. Transp. Syst. 23 (2) (2019)
Dong-fan Xie, Xiaomei Zhao, Zhengbing He
Heterogeneous Traffic Mixing Regular and Connected Vehicles: Modeling and Stabilization. IEEE Trans. Intell. Transp. Syst. 20 (6) (2019)
Zhengbing He, Liang Zheng, Lili Lu, Wei Guan
Erasing Lane Changes From Roads: A Design of Future Road Intersections. IEEE Trans. Intell. Veh. 3 (2) (2018)
Jianmei Liu, Zhengbing He, Shuaiqi Ma
An N-Path Logit-Based Stochastic User Equilibrium Model. IEEE Access 6 (2018)
Xiaolei Ma, Zhuang Dai, Zhengbing He, Yunpeng Wang
Learning Traffic as Images: A Deep Convolution Neural Network for Large-scale Transportation Network Speed Prediction. CoRR (2017)
Lei Lin, Zhengbing He, Srinivas Peeta, Xuejin Wen
Predicting Station-level Hourly Demands in a Large-scale Bike-sharing Network: A Graph Convolutional Neural Network Approach. CoRR (2017)
Zhengbing He, Liang Zheng, Liying Song, Ning Zhu
A Jam-Absorption Driving Strategy for Mitigating Traffic Oscillations. IEEE Trans. Intell. Transp. Syst. 18 (4) (2017)
Zhengbing He, Liang Zheng, Peng Chen, Wei Guan
Mapping to Cells: A Simple Method to Extract Traffic Dynamics from Probe Vehicle Data. Comput. Aided Civ. Infrastructure Eng. 32 (3) (2017)
Xiaolei Ma, Zhuang Dai, Zhengbing He, Jihui Ma, Yong Wang, Yunpeng Wang
Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction. Sensors 17 (4) (2017)
Zhengbing He, Liang Zheng, Wei Guan, Baohua Mao
A self-regulation traffic-condition-based route guidance strategy with realistic considerations: Overlapping routes, stochastic traffic, and signalized intersections. J. Intell. Transp. Syst. 20 (6) (2016)
Zhengbing He, Ailing Huang, Dongfang Ma, Ning Zhu
A Discrete-Flow Form of the Point-Queue Model. ITSC (2015)
Ning Zhu, Yang Liu, Shoufeng Ma, Zhengbing He
Mobile Traffic Sensor Routing in Dynamic Transportation Systems. IEEE Trans. Intell. Transp. Syst. 15 (5) (2014)
Zhengbing He, Ailing Huang
Approximating the Minimum Distribution of Two Normally Distributed Variables Each with the Same Mean and Variance. CSO (2012)