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DBSCAN is a typical density based clustering algorithm, which is able to discover clusters in any size or any shape and identify outliers accurately. To overcome the shortcoming of great time cost of the algorithm, a modified DBSCAN algorithm based on grid cells is proposed, which optimizes the most time-consuming region query process of DBSCAN and reduces lots of unnecessary query operations by dividing...
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