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pactus: A Python framework for trajectoryclassification

G. Viera-López, J. J. Morgado-Vega, A. Reyes, E. Altshuler, Yudivián Almeida-Cruz, Giorgio Manganini

Year
2023
Citations
4
Access
Open access

Abstract

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.,

Keywords

Python (programming language)TrajectoryArtificial intelligenceComputer scienceRoboticsRange (aeronautics)Class (philosophy)Pattern recognition (psychology)Machine learningRobot

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