3 papers
cs.LG2022
Exploring the stimulative effect on following drivers in a consecutive lane-change using microscopic vehicle trajectory data
Ruifeng Gu
Improper lane-changing behaviors may result in breakdown of traffic flow and the occurrence of various types of collisions. This study investigates lane-changing behaviors of multi…
stat.AP2022
Integrating fuzzy trajectory data and artificial intelligence methods for multi-style lane-changing behavior prediction
Ruifeng Gu
Artificial intelligence algorithms have been extensively applied in the field of intelligent transportation, especially for driving behavior analysis and prediction. This study pro…
cs.RO2022
How to choose features to improve prediction performance in lane-changing intention: A meta-analysis
Ruifeng Gu
Lane-change is a fundamental driving behavior and highly associated with various types of collisions, such as rear-end collisions, sideswipe collisions, and angle collisions and th…