| Title: | cluster cores-based clustering for high dimensional data |
| Author: | Shen YD
; Shen ZY
; Zhang SM
; Yang Q
|
| Conference Name: | 4th IEEE International Conference on Data Mining
|
| Conference Date: | NOV 01-04,
|
| Issued Date: | 2004
|
| Conference Place: | Brighton, ENGLAND
|
| Keyword: | cluster cores-based clustering
; clustering algorithm
; curse of dimensionality
; high dimensional data
; semantics-based similarity measure
; time complexity
; computational complexity
; data mining
|
| Publisher: | FOURTH IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS
|
| Publish Place: | 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA
|
| Indexed Type: | istp
; ieee
|
| ISBN: | 0-7695-2142-8
|
| Department: | Chinese Acad Sci, Inst Software, Comp Sci Lab, Beijing 100080, Peoples R China.
|
| Sponsorship: | IEEE Comp Soc, TCCI, IEEE Comp Soc, TCPAMI, IBM Res, StatSoft Ltd, Web Intelligence Consortium
|
| English Abstract: | We propose a new approach to clustering high dimensional data based on a novel notion of cluster cores, instead of on nearest neighbors. A cluster core is a fairly dense group with a maximal number of pairwise similar objects. It represents th |
| Language: | 英语
|
| Content Type: | 会议论文
|
| URI: | http://ir.iscas.ac.cn/handle/311060/12974
|
| Appears in Collections: | 软件所图书馆_会议论文
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| File Name/ File Size |
Content Type |
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| 10.1.1.162.2065.pdf（128KB） | -- | -- | 限制开放 | -- | 联系获取全文 |
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| Recommended Citation: | |
Shen YD,Shen ZY,Zhang SM,et al. cluster cores-based clustering for high dimensional data[C]. 见:4th IEEE International Conference on Data Mining. Brighton, ENGLAND. NOV 01-04,.
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