A Suggested Algorithm for the Selection of Initial Centers of Clusters
In this research, we suggest an algorithm to select the initial centers of clusters; this algorithm includes the selection of features of different attributes as an initial center of each cluster. As a fruit of this algorithm it gives a unique cluster when processes any group of data many times. Thi...
| Format: | Article |
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| Language: | Arabic |
| Published: |
College of Computer Science and Mathematics, University of Mosul
2009-12-01
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| Series: | المجلة العراقية للعلوم الاحصائية |
| Online Access: | https://stats.mosuljournals.com/article_30531_a53392d787baaba9032ef03986ddccfb.pdf |
| _version_ | 1817968299029299200 |
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| collection | DOAJ |
| description | In this research, we suggest an algorithm to select the initial centers of clusters; this algorithm includes the selection of features of different attributes as an initial center of each cluster. As a fruit of this algorithm it gives a unique cluster when processes any group of data many times. This result leads to save time and effort. Simulation experiments performed to test the proposed algorithm. Also, a real data deals with the food security of Arabic World is applied. |
| first_indexed | 2024-04-13T20:07:11Z |
| format | Article |
| id | doaj.art-93fcc4b1a40941c39292d6161c8d26f0 |
| institution | Directory Open Access Journal |
| issn | 1680-855X 2664-2956 |
| language | Arabic |
| last_indexed | 2024-04-13T20:07:11Z |
| publishDate | 2009-12-01 |
| publisher | College of Computer Science and Mathematics, University of Mosul |
| record_format | Article |
| series | المجلة العراقية للعلوم الاحصائية |
| spelling | doaj.art-93fcc4b1a40941c39292d6161c8d26f02022-12-22T02:31:58ZaraCollege of Computer Science and Mathematics, University of Mosulالمجلة العراقية للعلوم الاحصائية1680-855X2664-29562009-12-0192152810.33899/iqjoss.2009.3053130531A Suggested Algorithm for the Selection of Initial Centers of ClustersIn this research, we suggest an algorithm to select the initial centers of clusters; this algorithm includes the selection of features of different attributes as an initial center of each cluster. As a fruit of this algorithm it gives a unique cluster when processes any group of data many times. This result leads to save time and effort. Simulation experiments performed to test the proposed algorithm. Also, a real data deals with the food security of Arabic World is applied.https://stats.mosuljournals.com/article_30531_a53392d787baaba9032ef03986ddccfb.pdf |
| spellingShingle | A Suggested Algorithm for the Selection of Initial Centers of Clusters المجلة العراقية للعلوم الاحصائية |
| title | A Suggested Algorithm for the Selection of Initial Centers of Clusters |
| title_full | A Suggested Algorithm for the Selection of Initial Centers of Clusters |
| title_fullStr | A Suggested Algorithm for the Selection of Initial Centers of Clusters |
| title_full_unstemmed | A Suggested Algorithm for the Selection of Initial Centers of Clusters |
| title_short | A Suggested Algorithm for the Selection of Initial Centers of Clusters |
| title_sort | suggested algorithm for the selection of initial centers of clusters |
| url | https://stats.mosuljournals.com/article_30531_a53392d787baaba9032ef03986ddccfb.pdf |