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Trajectory_Classification

This project is about visualizing and classifying spatial trajectories taken by 395 participants navigating in a virtual maze.

More details of the project can bee see here (This webpage is generated by Jupyter Notebook and rendered by Github Pages)

language used

  • Python

algorithm

  • Decision Tree based on domain knowledge
  • Random Forest

key functions

  • Spatial data preprocessing
  • Heatmap
  • Trajectory smoothing (path discretization)
  • Trajectory representation development
  • Spatial similarity measures

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