Trajectory classification concerns the forecasting of the class or category of a mobile entity based on its observed motion over time.It is a problem that has been studied in many different fields, including robotics, behavior analysis, mobility pattern mining, and user activity recognition (Silva et al., 2019).This task presents multiple challenges for conventional classification models, such as the indeterminate length of trajectories (Li et al., 2022), the range of entities that generate trajectories (Bae et al…