Description: 经典cure聚类算法,实现用c++语言.大家-classic cure clustering algorithm, and using the c language. We look at Platform: |
Size: 44032 |
Author:孔明 |
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Description: 用matlab实现聚类算法，注意是层次聚类和未知类别聚类算法！-Clustering algorithm using matlab implementation, pay attention to are hierarchical clustering and unknown type of clustering algorithm! Platform: |
Size: 16384 |
Author:张晓飞 |
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Description: python语言编写的一个Cure算法，可实现数据的分类-A cure algorithm programmed in python which an realize data clustering Platform: |
Size: 10240 |
Author:Lee |
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Description: 实现的cure聚类的demo。算法在开始时，每个点都是一个簇，然后将距离最近的簇结合，一直到簇的个数为要求的K。它是一种分裂的层次聚类。算法分为以下6步：
1）从源数据对象中抽取一个随机样本S。
2）将样本S分割为一组划分。
3）对划分局部的聚类。
4）通过随机取样提出孤立点。如果一个簇增长得太慢，就去掉它。
5）对局部的簇进行聚类。
6）用相应的簇标签标记数据。(The implementation of the cure clustering of the demo. At the beginning of the algorithm, each point is a cluster, and then the nearest cluster is combined to the number of clusters K. It is a hierarchical cluster of divisions. The algorithm is divided into the following 6 steps:
1) extract a random sample S from the source data object.
2) the sample S is divided into a set of partitions.
3) to divide the local clustering.
4) the isolated point is proposed by random sampling. If a cluster is growing too slowly, get rid of it.
5) clustering the local clusters.
6) mark the data with the corresponding cluster tag.) Platform: |
Size: 161792 |
Author:Aileen00080 |
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Search - CURE algorithm implementation