Mr. YUAN Chen (袁琛)

Research Output

  1. 2023
  2. Published

    Real-time crash risk prediction in freeway tunnels considering features interaction and unobserved heterogeneity: A two-stage deep learning modeling framework

    Jin, J., Huang, H., Yuan, C., Li, Y., Zou, G. & Xue, H., Dec 2023, In: Analytic Methods in Accident Research. 40, 100306.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  3. Published

    Crash injury severity prediction considering data imbalance: A Wasserstein generative adversarial network with gradient penalty approach

    Li, Y., Yang, Z., Xing, L., Yuan, C., Liu, F., Wu, D. & Yang, H., Nov 2023, In: Accident Analysis and Prevention. 192, 107271.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  4. Published

    Data generation for connected and automated vehicle tests using deep learning models

    Li, Y., Liu, F., Xing, L., He, Y., Dong, C., Yuan, C., Chen, J., & 1 othersTong, L., Sept 2023, In: Accident Analysis and Prevention. 190, 107192.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  5. Published

    Understanding the mobility of public transport systems based on weighted multiplex networks

    Li, Z., Yuan, C., Tang, J., Zhu, K. & Pan, X., 15 Aug 2023, In: Physica A: Statistical Mechanics and its Applications. 624, 128977.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 2
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  6. Published

    高速公路可变限速控制策略多目标优化

    唐进君, 付强, 王骋程, 袁琛, 张璇 & 徐长靖, Apr 2023, In: Jiaotong Yunshu Xitong Gongcheng Yu Xinxi/Journal of Transportation Systems Engineering and Information Technology. 23, 2, p. 252-261

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  7. Published

    Jointly analyzing freeway primary and secondary crash severity using a copula-based approach

    Huang, H., Ding, X., Yuan, C., Liu, X. & Tang, J., Feb 2023, In: Accident Analysis and Prevention. 180, 106911.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  8. 2022
  9. Published

    Modeling conflict risk with real-time traffic data for road safety assessment: a copula-based joint approach

    Hu, Y., Li, Y., Yuan, C. & Huang, H., Sept 2022, In: Transportation Safety and Environment. 4, 3, tdac017.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 4
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  10. Published

    Using traffic flow characteristics to predict real-time conflict risk: A novel method for trajectory data analysis

    Yuan, C., Li, Y., Huang, H., Wang, S., Sun, Z. & Li, Y., Sept 2022, In: Analytic Methods in Accident Research. 35, 100217.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 35
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  11. Published

    Developing a Variable Speed Limit Control Strategy for Mixed Traffic Flow Based on Car-Following Collision Avoidance Theory

    Yuan, C., Shi, Y., Pan, B. & Li, Y., Aug 2022, In: Mathematics. 10, 16, 2987.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  12. Published

    A high-resolution trajectory data driven method for real-time evaluation of traffic safety

    Hu, Y., Li, Y., Huang, H., Lee, J., Yuan, C. & Zou, G., Feb 2022, In: Accident Analysis and Prevention. 165, 106503.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 42
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  13. Published

    Safety Effects of Connected and Automated Vehicle-Based Variable Speed Limit Control near Freeway Bottlenecks considering Driver’s Heterogeneity

    Li, Y., Shi, Y., Lee, J., Yuan, C. & Wang, B., 2022, In: Journal of Advanced Transportation. 2022, 7996623.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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