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A mathematical comparison of the members of an infinite family of agglomerative clustering algorithms

 

作者: Janice L. Dubien,   William D. Warde,  

 

期刊: Canadian Journal of Statistics  （WILEY Available online 1979）
卷期: Volume 7, issue 1  

页码: 29-38

 

ISSN:0319-5724

 

年代: 1979

 

DOI:10.2307/3315012

 

出版商: Wiley‐Blackwell

 

关键词: Cluster;agglomerative clustering method;clustering;hierarchy;semi‐metric;space‐conserving;space‐contracting;space‐dilating

 

数据来源: WILEY

 

摘要:

AbstractThis article presents an algebraic analysis of agglomerative clustering method algorithms, which results in a graphic portrayal of these algorithms and a classification scheme for these algorithms based on the degree of distortion perpetrated on the object space by the algorithms in each group.

 

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