Two partitioning type clustering algorithms

Fazli Can and Esen A. Ozkarahan

Journal of the American Society for Information Science, 1984, vol. 35, issue 5, 268-276

Abstract: In this article, two partitioning type clustering algorithms are presented. Both algorithms use the same method for selecting cluster seeds; however, assignment of documents to the seeds is different. The first algorithm uses a new concept called “cover coefficient,” and it is a single‐pass algorithm. The second one uses a conventional measure for document assignment to the cluster seeds and is a multipass algorithm. The concept of clustering, a model for seed oriented partitioning, the new centroid generation approach, and an illustration for both algorithms are also presented in the article.

Date: 1984
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Persistent link: https://EconPapers.repec.org/RePEc:bla:jamest:v:35:y:1984:i:5:p:268-276

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