Fast hierarchical clustering method - PHA

版本 1.0.0.0 (2.7 KB) 作者: Yonggang
Performs fast hierarchical clustering using PHA method.
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更新时间 2014/4/4

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Performs fast hierarchical clustering using PHA method. The function will produce a hierarchical cluster tree (Z) from the input distance matrix. The output Z is similar to the output by the Matlab function 'linkage'.
[Key features]
1. Faster than matlab linkage function.
2. Excellent performance for clusters with mixture of Normal distributions.
3. Ideal tool for producing phylogenetic trees.

[Reference]
Yonggang Lu, Yi Wan. (2013). "PHA: A Fast Potential-based Hierarchical Agglomerative Clustering Method," Pattern Recognition, Vol. 46(5), pp. 1227-1239.

引用格式

Yonggang (2024). Fast hierarchical clustering method - PHA (https://www.mathworks.com/matlabcentral/fileexchange/46134-fast-hierarchical-clustering-method-pha), MATLAB Central File Exchange. 检索来源 .

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创建方式 R2009a
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版本 已发布 发行说明
1.0.0.0