文件名称:dbscan
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- 上传时间：2012-11-16
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Density Based Spatial Clustering of Applications of Noise
Uses a density-based notion of clusters to discover clusters of arbitrary shapes, in spatial databases
Key idea: for each object of a cluster, the neighborhood of a given radius contains at least a minimum number of data-objects. (i.e. the density of each cluster must exceed a threshold value)
Choosing the distance function is the critical parameter.
An object that appears to be part of Noise at present, might, at a later stage, be included into one of the clusters.
Uses a density-based notion of clusters to discover clusters of arbitrary shapes, in spatial databases
Key idea: for each object of a cluster, the neighborhood of a given radius contains at least a minimum number of data-objects. (i.e. the density of each cluster must exceed a threshold value)
Choosing the distance function is the critical parameter.
An object that appears to be part of Noise at present, might, at a later stage, be included into one of the clusters.
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下载文件列表
dbscan.h
distance.h
test_dbscan.cpp
db_scan.cpp
clusters.h
clusters.cpp
adiacency_matrix.h
distance.h
test_dbscan.cpp
db_scan.cpp
clusters.h
clusters.cpp
adiacency_matrix.h
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