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    National Tsing Hua University Institutional Repository > 歷任校長 > 李家同 (1993-1994) > 期刊論文  >  A Heuristic Relaxation Method for Nonlinear Mapping in Cluster Analysis


    Please use this identifier to cite or link to this item: http://nthur.lib.nthu.edu.tw/dspace/handle/987654321/80763


    Title: A Heuristic Relaxation Method for Nonlinear Mapping in Cluster Analysis
    Authors: Chang, C. L.;Lee, R. C. T.
    教師: 李家同
    Date: 1973
    Publisher: Institute of Electrical and Electronics Engineers
    Relation: IEEE Transactions on Systems, Man, and Cybernetics, Institute of Electrical and Electronics Engineers, Volume SMC-3, Issue 2, 1973, Pages 197-200
    Keywords: Heuristic Method
    Cluster Analysis
    Non-linear
    Abstract: A relaxation method mapping high-dimensional sample points to low-dimensional sample points is discussed. This method tries to preserve the local interdistance of sample points. Some special heuristics have been introduced to handle the difficulty arising from a large amount of data. Experimental results with handwritten character data and Iris data show that the method runs fast, converges rapidly, and requires a small amount of memory space.
    Relation Link: http://www.ieee.org/index.html
    URI: http://nthur.lib.nthu.edu.tw/dspace/handle/987654321/80763
    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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