Mining characteristic clusters:a density estimation approach
A hierarchical structure extraction approach based on clustering was proposed,and a density esti-mation based on topological structure was designed.By conducting the hierarchical aggregation on layers of hierarchical structure,the characteristic of clusters could be measured.The empirical study cond...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2012-05-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/1000-436X(2012)05-0038-11/ |
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| _version_ | 1841539918846754816 |
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| author | Yi HAN Bin-xing FANG Yan JIA Bin ZHOU Wei-hong AN |
| author_facet | Yi HAN Bin-xing FANG Yan JIA Bin ZHOU Wei-hong AN |
| author_sort | Yi HAN |
| collection | DOAJ |
| description | A hierarchical structure extraction approach based on clustering was proposed,and a density esti-mation based on topological structure was designed.By conducting the hierarchical aggregation on layers of hierarchical structure,the characteristic of clusters could be measured.The empirical study conducted on a large real data set indicates that the model and measures are interesting and meaningful,and the algorithms are effective and efficient in practice. |
| format | Article |
| id | doaj-art-bb387895e11640188f990e327529eda0 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2012-05-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-bb387895e11640188f990e327529eda02025-01-14T06:31:49ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2012-05-0133384859661942Mining characteristic clusters:a density estimation approachYi HANBin-xing FANGYan JIABin ZHOUWei-hong ANA hierarchical structure extraction approach based on clustering was proposed,and a density esti-mation based on topological structure was designed.By conducting the hierarchical aggregation on layers of hierarchical structure,the characteristic of clusters could be measured.The empirical study conducted on a large real data set indicates that the model and measures are interesting and meaningful,and the algorithms are effective and efficient in practice.http://www.joconline.com.cn/zh/article/doi/1000-436X(2012)05-0038-11/social networkcharacteristic clustersdata mining |
| spellingShingle | Yi HAN Bin-xing FANG Yan JIA Bin ZHOU Wei-hong AN Mining characteristic clusters:a density estimation approach Tongxin xuebao social network characteristic clusters data mining |
| title | Mining characteristic clusters:a density estimation approach |
| title_full | Mining characteristic clusters:a density estimation approach |
| title_fullStr | Mining characteristic clusters:a density estimation approach |
| title_full_unstemmed | Mining characteristic clusters:a density estimation approach |
| title_short | Mining characteristic clusters:a density estimation approach |
| title_sort | mining characteristic clusters a density estimation approach |
| topic | social network characteristic clusters data mining |
| url | http://www.joconline.com.cn/zh/article/doi/1000-436X(2012)05-0038-11/ |
| work_keys_str_mv | AT yihan miningcharacteristicclustersadensityestimationapproach AT binxingfang miningcharacteristicclustersadensityestimationapproach AT yanjia miningcharacteristicclustersadensityestimationapproach AT binzhou miningcharacteristicclustersadensityestimationapproach AT weihongan miningcharacteristicclustersadensityestimationapproach |