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    National Tsing Hua University Institutional Repository > 歷任校長 > 李家同 (1993-1994) > 期刊論文  >  EXPERIMENTS WITH SOME CLUSTER-ANALYSIS ALGORITHMS


    Please use this identifier to cite or link to this item: http://nthur.lib.nthu.edu.tw/dspace/handle/987654321/80765


    Title: EXPERIMENTS WITH SOME CLUSTER-ANALYSIS ALGORITHMS
    Authors: Slagle, J. R.;Chang, C. L.;Lee, R. C. T.
    教師: 李家同
    Date: 1974
    Publisher: Elsevier
    Relation: PATTERN RECOGNITION, Elsevier, Volume 6, Issue 3-4, 1974, Pages 181-187
    Keywords: One-dimensional clustering
    CLUSTER ANALYSIS
    Short spanning path
    Minimal spanning tree
    Abstract: In this paper, we shall show the following experimental results: (1) the one-dimensional clustering algorithm advocated by Slagle and Lee can be generalized to the n-dimensional case, n > 1: (2) if a set of points in some n-space (n > 1) are linearly ordered through the short spanning path algorithm, then this set of points can be considered as occupying a one-dimensional space and the original n-dimensional clustering problem can now be viewed as a one-dimensional clustering problem; (3) a short spanning path usually contains as much information as a minimal spanning tree; (4) the one-dimensional clustering algorithm can be used to find the long links in a short spanning path or a minimal spanning tree. These long links have to be broken to obtain clusters.
    Relation Link: http://www.elsevier.com/wps/find/homepage.cws_home
    URI: http://nthur.lib.nthu.edu.tw/dspace/handle/987654321/80765
    Appears in Collections:[李家同 (1993-1994)] 期刊論文
    [資訊工程學系] 期刊論文

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