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DBSCAN ( DB , eps, minPts ) { C : = 0 for each point P in Sequence DB { / * Cluster counter *
DBSCANDB eps, minPts
C :
for each point P in Sequence DB
Cluster counter
if labelP undefined then continue
Neighbors N : RangeQueryDB P eps
if N minPts then
labelP : Noise
continue
Already processed
Find neighbors
Density check
Label as Noise
C : C
labelP : C
Stack SpushN
while not Sempty
Q Spop
if labelQ Noise then labelQ : C
if labelQ undefined then continue
labelQ : C
next cluster label
Label initial point
Neighbors to expand
Process point Q
Noise becomes border pt
Previously processed
Label neighbor
Neighbors N : RangeQueryDB Q eps Find neighbors
if N minPts then Density check
SpushN Add neighbors to stack
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