| A feature learning approach based on XGBoost for driving assessment and risk prediction X Shi, YD Wong, MZF Li, C Palanisamy, C Chai Accident Analysis & Prevention 129, 170-179, 2019 | 306 | 2019 |
| 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 | 142 | 2019 |
| Key risk indicators for accident assessment conditioned on pre-crash vehicle trajectory X Shi, YD Wong, MZF Li, C Chai Accident Analysis & Prevention 117, 346-356, 2018 | 114 | 2018 |
| An automated machine learning (AutoML) method of risk prediction for decision-making of autonomous vehicles X Shi, YD Wong, C Chai, MZF Li IEEE Transactions on Intelligent Transportation Systems 22 (11), 7145-7154, 2020 | 100 | 2020 |
| Fuzzy logic-based observation and evaluation of pedestrians’ behavioral patterns by age and gender C Chai, X Shi, YD Wong, MJ Er, ETM Gwee Transportation research part F: traffic psychology and behaviour 40, 104-118, 2016 | 94* | 2016 |
| 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 | 76 | 2020 |
| A xgboost-based lane change prediction on time series data using feature engineering for autopilot vehicles Y Zhang, X Shi, S Zhang, A Abraham IEEE Transactions on Intelligent Transportation Systems 23 (10), 19187-19200, 2022 | 65 | 2022 |
| 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, 2020 | 59 | 2020 |
| A machine learning based study on pedestrian movement dynamics under emergency evacuation K Wang, X Shi, APX Goh, S Qian Fire safety journal 106, 163-176, 2019 | 56 | 2019 |
| Fuzzy cellular automata model for signalized intersections C Chai, YD Wong Computer‐Aided Civil and Infrastructure Engineering 30 (12), 951-964, 2015 | 55 | 2015 |
| 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 | 36 | 2021 |
| 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 224, 108527, 2022 | 27 | 2022 |
| A study of short term forecasting of the railway freight volume in China using ARIMA and Holt-Winters models Y Guo, X Shi, X Zhang 2010 8th International Conference on Supply Chain Management and Information …, 2010 | 27 | 2010 |
| A novel cooperative resource provisioning strategy for multi-cloud load balancing B Zhang, Z Zeng, X Shi, J Yang, B Veeravalli, K Li Journal of Parallel and Distributed Computing 152, 98-107, 2021 | 21 | 2021 |
| An automated machine learning (AutoML) method for driving distraction detection based on lane-keeping performance C Chai, J Lu, X Jiang, X Shi, Z Zeng arXiv preprint arXiv:2103.08311, 2021 | 20 | 2021 |
| 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 | 15 | 2022 |
| Accident risk prediction based on driving behavior feature learning using CART and XGBoost X Shi, YD Wong, MZF Li, C Chai Transportation Research Board 97th Annual MeetingTransportation Research Board, 2018 | 9 | 2018 |
| Method study on forecast for body comfort index XP Shi, CN Wang, XR Chen, WQ Zhai, XQ Cheng Scientia Meteorologica Sinica 21 (3), 363-368, 2001 | 7 | 2001 |
| Effects of trust in human-automation shared control: A human-in-the-loop driving simulation study W Yin, C Chai, Z Zhou, C Li, Y Lu, X Shi 2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021 | 6 | 2021 |
| Driving style recognition based on naturalistic driving: Volatilities, decision-making, and safety performances C Chai, X Shi, Z Zhou, X Zeng, W Yin, MM Islam User Experience Design in the Era of Automated Driving, 359-394, 2022 | 5 | 2022 |
Yiik Diew WONGAcademic Staff, Nanyang Technological UniversityOverená e-mailová adresa na: ntu.edu.sg