SLINK - OPTIMALLY EFFICIENT ALGORITHM FOR SINGLE-LINK CLUSTER METHOD

SLINK - OPTIMALLY EFFICIENT ALGORITHM FOR SINGLE-LINK CLUSTER METHOD
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DOI:
10.1093/comjnl/16.1.30
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发表时间:
1973-01-01
期刊:
影响因子:
1.4
通讯作者:
SIBSON, R
SIBSON, R
中科院分区:
计算机科学4区
文献类型:
--
作者:
SIBSON, R

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SLINK算法进行单链接(最近邻)聚类分析的任意相异度系数,并提供了一个表示所得到的树状图,可以很容易地转换成通常的树图。该算法实现了理论上的数量级界限的紧凑性的存储和操作速度,并使单链路方法的应用可行的OTU的数量以及到103至104的范围。该算法很容易用包括FORTRAN在内的多种语言编程。
The SLINK algorithm carries out single-link (nearest-neighbour) cluster analysis on an arbitrary dissimilarity coefficient and provides a representation of the resultant dendrogram which can readily be converted into the usual tree-diagram. The algorithm achieves the theoretical order-of-magnitude bounds for both compactness of storage and speed of operation, and makes the application of the single-link method feasible for a number of OTU's well into the range 103to 104. The algorithm is easily programmable in a variety of languages including FORTRAN.