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gps-trajectories-clustering

fast clustering of GPS trajectories

  • use RDP method to reduce number of GPS data points to speed up distance matrix calcuation
  • use similaritymeasures library to calculate polyline to polyline distances
  • use DBSCAN to cluster GPS trajectories
  • visualize trajectories and clusters in matplotlib

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fast clustering of GPS trajectories

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  • Jupyter Notebook 98.2%
  • Python 1.8%