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Title

Detect Outliers from A Set of Trajectory During Hajj and Umrah

Author

Hatim Al-Salmi, The supervision of Dr Louai Alarabi

Citation

Vol. 22  No. 3  pp. 755-759

Abstract

Trajectories are coordinates that indicate an object’s movement during specific time periods. Detecting outliers of these Trajectories indicates Trajectories incompatible with the rest of the Trajectories. In this paper, outliers during the Hajj and Umrah seasons are explored. Outliers from buses using the DBSCAN algorithm, using the Seaborn library to find the lowest and most frequent buses as outliers, and also using Z-score algorithm to find the days when the bus traffic is more than the average.

Keywords

Spatial Outlier Detection, Spatial Cluster Detection, Detection Trajectory data

URL

http://paper.ijcsns.org/07_book/202203/20220399.pdf