Research Article
An Optimized Machine Learning and Big Data Approach to Crime Detection
Algorithm 1
Identification of hotspots.
1: procedure HOTSPOT Generation | 2: ←The number of hotspot | 3: Output ←, the crime location in each hotspot | 4: begin: | 5: Initialize the midpoints m(1)={Random points} | 6: for=1 to do | 7: Add respective midpoint to the hotspot. | 8: iter=1 | 9: while True do | 10: for each point do | 11: min=0 | 12: Cluster=None | 13: for to do | 14: dist= | 15: if min<dist then | 16: min=dist | 17: cluster= | 18: | 19: iter=iter+1 | 20: for to do | 21: | 22: break when past 2 S values are same | 23: return S |
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