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Tianyi CHEN
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Cited by
Year
Key feature selection and risk prediction for lane-changing behaviors based on vehicles’ trajectory data
T Chen, X Shi, YD Wong
Accident Analysis & Prevention 129, 156-169, 2019
1152019
Adoption of shopper-facing technologies under social distancing: A conceptualisation and an interplay between task-technology fit and technology trust
X Wang, YD Wong, T Chen, KF Yuen
Computers in Human Behavior 124, 106900, 2021
692021
Predicting lane-changing risk level based on vehicles’ space-series features: A pre-emptive learning approach
T Chen, X Shi, YD Wong, X Yu
Transportation Research Part C: Emerging Technologies 116, 102646, 2020
482020
A lane-changing risk profile analysis method based on time-series clustering
T Chen, X Shi, YD Wong
Physica A: Statistical Mechanics and its Applications 565, 125567, 2021
392021
An investigation of technology-dependent shopping in the pandemic era: Integrating response efficacy and identity expressiveness into theory of planned behaviour
X Wang, YD Wong, T Chen, KF Yuen
Journal of Business Research 142, 1053-1067, 2022
312022
A data-driven feature learning approach based on Copula-Bayesian Network and its application in comparative investigation on risky lane-changing and car-following maneuvers
T Chen, YD Wong, X Shi, Y Yang
Accident Analysis & Prevention 154, 106061, 2021
262021
COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning
D Li, F Zhu, T Chen, YD Wong, C Zhu, J Wu
Transportation Research Part C: Emerging Technologies 146, 103933, 2023
162023
Optimized structure learning of Bayesian Network for investigating causation of vehicles’ on-road crashes
T Chen, YD Wong, X Shi, X Wang
Reliability Engineering & System Safety, 108527, 2022
162022
Consumer logistics in contemporary shopping: a synthesised review
X Wang, YD Wong, T Chen, KF Yuen
Transport Reviews 43 (3), 502-532, 2023
142023
Modeling adaptive platoon and reservation‐based intersection control for connected and autonomous vehicles employing deep reinforcement learning
D Li, J Wu, F Zhu, T Chen, YD Wong
Computer‐Aided Civil and Infrastructure Engineering 38 (10), 1346-1364, 2023
132023
Automatic clustering for unsupervised risk diagnosis of vehicle driving for smart road
X Shi, YD Wong, C Chai, MZF Li, T Chen, Z Zeng
IEEE Transactions on Intelligent Transportation Systems 23 (10), 17451-17465, 2022
112022
Exploring key spatio-temporal features of crash risk hot spots on urban road network: A machine learning approach
P Wu, T Chen, YD Wong, X Meng, X Wang, W Liu
Transportation Research Part A: Policy and Practice 173, 103717, 2023
102023
Investigating consumers’ intention of using contactless logistics technology in COVID-19 pandemic: a Copula-Bayesian Network approach
T Chen, YD Wong, X Wang, D Li
International Journal of Logistics Research and Applications, 1-21, 2022
42022
Managing mixed traffic at signalized intersections: An adaptive signal control and CAV coordination system based on deep reinforcement learning
D Li, F Zhu, J Wu, YD Wong, T Chen
Expert Systems with Applications 238, 121959, 2024
22024
Co-creating consumer logistics from self-collection to crowd-sourced delivery: An examination on contextual differences in last-mile
X Wang, YD Wong, T Chen, KF Yuen
Journal of Business Research 168, 114136, 2023
22023
Modeling adaptive platoon and reservation based autonomous intersection control: a deep reinforcement learning approach
D Li, J Wu, F Zhu, T Chen, YD Wong
arXiv preprint arXiv:2206.12419, 2022
12022
OS-FCM: A semi-supervised clustering approach to investigating consumers’ usage patterns of contactless shopping-delivery (SD) channel
T Chen, YD Wong, KF Yuen, D Li, X Wang
Expert Systems with Applications 247, 123263, 2024
2024
Toward safer highway work zones: an empirical analysis of crash risks using improved safety potential field and machine learning techniques
B Wang, T Chen, C Zhang, YD Wong, H Zhang, Y Zhou
Accident Analysis & Prevention 194, 107361, 2024
2024
Data-driven research on vehicles' risky lane-changing manoeuvre
T Chen
Nanyang Technological University (Ph.D. Thesis), 2021
2021
Analysis and evaluation of maritime collision risk based on catastrophe theory
T Chen
Nanyang Technological University (M.Sc. Dissertation), 2018
2018
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Articles 1–20