A k-means algorithm to optimize the initial cluster centers
k-means algorithm,when its initial center is dependent on to be chosen randomly,can incur the local optimum of the clustering and the instability of the clustering results which may be affected much by isolated points.Aiming at solving those problems,a kind of k-means algorithm to be able to optimiz...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Academic Journals Center of Shanghai Normal University
2016-10-01
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| Series: | Journal of Shanghai Normal University (Natural Sciences) |
| Subjects: | |
| Online Access: | http://qktg.shnu.edu.cn/zrb/shsfqkszrb/ch/reader/create_pdf.aspx?file_no=201605014&flag=1&year_id=2016&quarter_id=5 |