clique(Clustering)
所属分类:数值算法/人工智能
开发工具:C/C++
文件大小:193KB
下载次数:431
上传日期:2008-05-21 10:27:25
上 传 者:
xaioxain
说明: 经典的基于网格和密度的聚类算法。适合处理大规模数据,效果很好
(The classic grid-based clustering algorithm and density. Suited to deal with large-scale data, the effect of good)
文件列表:
clique\a.out (16661, 2008-04-17)
clique\clique (56565, 2008-04-17)
clique\clique.cc (14681, 2002-01-14)
clique\clique.cpp (14722, 2008-04-17)
clique\clique.dsp (3401, 2008-04-17)
clique\clique.dsw (520, 2008-04-17)
clique\clique.ncb (41984, 2008-05-08)
clique\clique.opt (53760, 2008-05-08)
clique\clique.plg (246, 2008-05-08)
clique\makefile (330, 2002-01-14)
clique\Debug (0, 2008-05-11)
clique (0, 2008-05-16)
This program is the application of CLIQUE clustering algorithm on 2-dimentional
spatial data.
This program does not realize CLIQUE's idea of selecting potential dense
2-dimentinonal cells from dense 1-dimentional cells because this idea does not
applicable to our testing data sets. This program just realized CLIQUE's clustering
algorithm, connecting neighbouring dense cells into one cluster, in 2-dimentional
data set.
The usage of the program is like this:
"clique fileName numberOfPoints resolution xmin xmax ymin ymax tau"
where the meaning of each argument is:
fileName -- data file name
numberOfPoint -- the number of data points in the data file
resolution -- resolution in clustering
xmin -- minimum in x-axis
xmax -- maximum in x-axis
ymin -- minimum in y-axis
ymax -- maximum in y-axis
tau -- threshold in determining dense cells
one example of the usage of the program is like:
clique t7.dat 10000 20 0 700 0 500 0.18
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