Dr. YUAN Chen (袁琛)
Research Output
- 2024
- Published
A hybrid deep learning framework for conflict prediction of diverse merge scenarios at roundabouts
Li, Y., Ge, C., Xing, L., Yuan, C., Liu, F. & Jin, J., 1 Apr 2024, In: Engineering Applications of Artificial Intelligence. 130, 17 p., 107705.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - Published
Analysing freeway diverging risks using high-resolution trajectory data based on conflict prediction models
Li, Y., Dalhatu, S. & Yuan, C., Feb 2024, In: Transportation Safety and Environment. 6, 1, 14 p., tdad002.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - 2023
- 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 - Publication in refereed journal › peer-review
Scopus citations: 17 - 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 - Publication in refereed journal › peer-review
Scopus citations: 11 - Online published
Temporal Instability Analysis of Injury Severities for Angle and Non-Angle Crashes at Roundabouts
Li, Y., Ge, C., Chen, Q., Yuan, C. & Xing, L., 10 Oct 2023, (Online published) In: Applied Sciences (Switzerland). 13, 20, 32 p., 11147.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- 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 others, Sept 2023, In: Accident Analysis and Prevention. 190, 107192.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 6 - 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 - Publication in refereed journal › peer-review
Scopus citations: 4 - 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: 交通运输系统工程与信息. 23, 2, p. 252-261Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - Published
Examining the characteristics between time and distance gaps of secondary crashes
Liu, X., Tang, J., Yuan, C., Gao, F. & Ding, X., 17 Mar 2023, In: Transportation Safety and Environment. 6, 1, tdad014.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- 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 - Publication in refereed journal › peer-review
Scopus citations: 6 - 2022
- 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 - Publication in refereed journal › peer-review
Scopus citations: 11 - 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 - Publication in refereed journal › peer-review
Scopus citations: 65 - 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 - Publication in refereed journal › peer-review
Scopus citations: 1 - 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 - Publication in refereed journal › peer-review
Scopus citations: 67 - 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 - Publication in refereed journal › peer-review
Scopus citations: 5
