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Pan Liu

Southeast University

Banani, Dhaka, Bangladesh

Dhaka

Bangladesh

  • Southeast University

SCHOLARLY PAPERS

5

DOWNLOADS

286

TOTAL CITATIONS

2

Scholarly Papers (5)

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1.

Evaluating the Performance of Surrogate Safety Measures in Real-Time Crash Risk Prediction Using Pre-Crash Vehicle Trajectories

Downloads 63 (514,995)

Evaluating the Performance of Surrogate Safety Measures in Real-Time Crash Risk Prediction Using Pre-Crash Vehicle Trajectories

Number of pages: 28 Posted: 27 Jan 2024
Kequan Chen, Chengcheng Xu, Pan Liu, Zhibin Li and Yuxuan Wang
Southeast University, Southeast University, Southeast University, Southeast University and Southeast University
Downloads 63 (947,975)

Abstract:

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Surrogate safety measures, Extreme value theory, Block maxima, Trajectory data, Real-time crash risk prediction

2.

Evaluating the Safety and Efficiency Impacts of Forced Lane Change with Negative Gaps Based on Empirical Vehicle Trajectories

Number of pages: 20 Posted: 25 Aug 2023
Kequan Chen, Zhibin Li, Pan Liu, Victor Knoop, Yu Han and Yiru Jiao
Southeast University, Southeast University, Southeast University, Delft University of Technology, Southeast University and Delft University of Technology
Downloads 97 (709,832)

Abstract:

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Forced lane-changing behavior, lane-changing impact, traffic safety, flow efficiency, trajectory data analysis

3.

Assessing the Predictability of Surrogate Safety Measures as Crash Precursors Based on Vehicle Trajectory Data Prior to Crashes

Number of pages: 24 Posted: 01 Feb 2024
Yuxuan Wang, Chengcheng Xu, Pan Liu, Zhibin Li and Kequan Chen
Southeast University, Southeast University, Southeast University, Southeast University and Southeast University
Downloads 83 (783,685)

Abstract:

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SSMs, trajectories prior to crashes, predictability, ridge regression

4.

Exploring the Impact of Trip Patterns on Spatially Aggregated Crashes Using Floating Vehicle Trajectory Data and Graph Convolutional Networks

Number of pages: 30 Posted: 07 Jul 2023
Jiahui Zhao, Pan Liu and Zhibin Li
Southeast University, Southeast University and Southeast University
Downloads 43 (1,145,425)
Citation 2

Abstract:

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Activity Patterns, Floating Vehicle Trajectory Data, Spatial Analysis of Crashes, Latent Dirichlet Allocation, Graph Convolutional Network, Attribution Algorithms

5.

Evaluating the Validity of Surrogate Safety Measures for Rear-End Crashes Using Real-World Vehicle Trajectories Before Crash Occurrences

Posted: 27 Mar 2024 Last Revised: 11 Dec 2025
Yuxuan Wang, Hao Yu, Pan Liu, Zhibin Li and Qingyun Li
Southeast University, Southeast University, Southeast University, Southeast University and Southeast University

Abstract:

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surrogate safety measures, Rear-end crashes, Validity, Transferability test