Ph.D. candidate in Ingegneria Civile E Ambientale , 38th cycle (2022-2025)
Department of Environment, Land and Infrastructure Engineering (DIATI)
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PhD
Thesis title
Research on Lane-Changing Behaviour Mechanisms and Collision Risks in Expressway Weaving Sections
Research topic
Research on Lane-Changing Behaviour Mechanisms and Collision Risks in Expressway Weaving Sections
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Her doctoral dissertation, titled "Research on Lane-Changing Behaviour Mechanisms and Collision Risks in Expressway Weaving Sections," collected drone video trajectory data and driving simulation data to compare driver behaviour in weaving sections under two different data collection methods. A Bayesian hierarchical model was established to investigate the mechanisms of lane-changing behaviour in weaving sections, and a statistical model incorporating heterogeneity was developed using a lane-changing risk assessment index to identify risk factors. Machine learning and deep learning approaches were then applied to predict lane-changing risks in weaving sections.
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Latest publications View all publications in Porto@Iris
- Mao, Suyi (2026)
Research on Lane-Changing Behaviour Mechanisms and Collision Risks in Expressway Weaving Sections. relatore: BASSANI, Marco; LEE, Jaeyoung, 38. XXXVIII Ciclo, P.: 247
Doctoral Thesis - Bai, Jun; Lee, Jaeyoung Jay; Mao, Suyi (2026)
Safety and efficiency analysis of intelligent truck platooning: A comprehensive simulation-based evaluation framework. In: SIMULATION MODELLING PRACTICE AND THEORY, vol. 151. ISSN 1569-190X
Contributo su Rivista - Wang, Lin; Lee, Jaeyoung Jay; Hu, Junjie; Mao, Suyi (2026)
Contributing factors to the severity of crash injury and vehicle damage involving Japanese lightweight vehicles (K-car): Considering unobserved heterogeneity.. In: JOURNAL OF SAFETY RESEARCH, vol. 98, pp. 40-54. ISSN 0022-4375
Contributo su Rivista - Yang, Jiayu; Lee, Jaeyoung Jay; Mao, Suyi; Antoniou, Constantinos (2026)
A multi-source, multi-stage framework for ride-hailing safety management.. In: TRANSPORTATION RESEARCH. PART A, POLICY AND PRACTICE, vol. 211. ISSN 0965-8564
Contributo su Rivista - Gao, Dongsheng; Lee, Jaeyoung Jay; Mao, Suyi (2026)
Systematic review of weaving area safety: Assessment, behavior, and countermeasures. In: ACCIDENT ANALYSIS AND PREVENTION, vol. 230. ISSN 0001-4575
Contributo su Rivista - Hu, Junjie; Lee, Jaeyoung Jay; Bai, Jun; Mao, Suyi (2026)
A Simple Yet Efficient K-Nearest Neighbor-Based Method for High-Resolution Traffic Time–Space Diagram Imputation.. In: TRANSPORTATION RESEARCH RECORD. ISSN 0361-1981
Contributo su Rivista - Karimi, A.; Mao, S.; Lotto, G.; Lee, J. J.; Bassani, M. (2026)
Drivers and automation: a systematic review on road suitability for assisted and partially/conditionally automated vehicles. In: TRANSPORTATION RESEARCH INTERDISCIPLINARY PERSPECTIVES, vol. 37. ISSN 2590-1982
Contributo su Rivista - Wang, Lin; Lee, Jaeyoung Jay; Hu, Junjie; Mao, Suyi; Yang, Yefan; Kim, Junghwa (2025)
Analysis of injury severity of single-vehicle and two-vehicle crashes involving lightweight vehicles (K-car) in Japan: A random parameters approach with heterogeneity in means. In: TRAFFIC INJURY PREVENTION, vol. 27. ISSN 1538-9588
Contributo su Rivista - Pervez, Amjad; Mao, Suyi; Lee, Jaeyoung Jay; Hussain, Muhammad (2025)
Young motorcyclists’ behavior analysis in Pakistan based on modified motorcycle rider behavior questionnaire (MRBQ).. In: ACCIDENT ANALYSIS AND PREVENTION, vol. 211. ISSN 0001-4575
Contributo su Rivista - Bai, Jun; Mao, Suyi; Lee, Jaeyoung Jay (2025)
A novel car-following model for adaptive cruise control vehicles using enhanced intelligent driver model. In: TRANSPORTATION LETTERS, vol. 17, pp. 702-718. ISSN 1942-7867
Contributo su Rivista - Mao, Suyi; Jay Lee, Jaeyoung; Baig, Farrukh; Abdel-Aty, Mohamed; Rakibul Islam, Md; Hoon ... (2025)
Examining the adoption of autonomous vehicles in China, considering factors related to human behavior, automation, and the environment. In: INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, vol. 42, pp. 2191-2211. ISSN 1044-7318
Contributo su Rivista - Yang, Y.; Mao, S.; Bassani, M.; Sacchi, E.; Lee, J. J. (2025)
Exploration of the tram-involved crashes’ characteristics and contributing factors to fatality in tram crashes in Japan. In: ACCIDENT ANALYSIS AND PREVENTION, vol. 213. ISSN 0001-4575
Contributo su Rivista - Mao, Suyi; Lee, Jaeyoung Jay; Karimi, Arastoo; Lioi, Alessandra; Bassani, Marco (2025)
Validation of lane-changing behaviour in a weaving section using a driving simulator experiment. In: TRANSPORTATION RESEARCH PART F: TRAFFIC PSYCHOLOGY AND BEHAVIOUR, vol. 115. ISSN 1369-8478
Contributo su Rivista - Mo, Weiwei; Lee, Jaeyoung; Abdel-Aty, Mohamed; Mao, Suyi; Jiang, Qianshan (2024)
Dynamic short-term crash analysis and prediction at toll plazas for proactive safety management.. In: ACCIDENT ANALYSIS AND PREVENTION, vol. 197. ISSN 1879-2057
Contributo su Rivista - Bai, Jun; Lee, Jaeyoung; Mao, Suyi (2024)
Effects of adaptive cruise control system on traffic flow and safety considering various combinations of front truck and rear passenger car situations.. In: TRANSPORTATION RESEARCH RECORD, vol. 2678. ISSN 0361-1981
Contributo su Rivista - Yang, Jiayu; Lee, Jaeyoung; Mao, Suyi; Hu, Junjie (2023)
Dynamic safety estimation of airport pick-up area based on video trajectory data.. In: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, vol. 25, pp. 1774-1786. ISSN 1558-0016
Contributo su Rivista