A novel validity index for determination of the optimal number of clusters
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Kim, Do-Jong | ko |
| dc.contributor.author | Park, Yong-Woon | ko |
| dc.contributor.author | Park, Dong-Jo | ko |
| dc.date.accessioned | 2013-03-04T19:04:05Z | - |
| dc.date.available | 2013-03-04T19:04:05Z | - |
| dc.date.created | 2012-02-06 | - |
| dc.date.created | 2012-02-06 | - |
| dc.date.issued | 2001-02 | - |
| dc.identifier.citation | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, v.E84D, no.2, pp.281 - 285 | - |
| dc.identifier.issn | 0916-8532 | - |
| dc.identifier.uri | http://hdl.handle.net/10203/83747 | - |
| dc.description.abstract | The structural characteristics of clusters are investigated in the partitioning process. Two partition functions, which show opposite properties around the optimal cluster number, are found and a new cluster validity index is presented based on the combination of these functions. Some properties of the index function are discussed and numerical examples are presented. | - |
| dc.language | English | - |
| dc.publisher | IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG | - |
| dc.subject | FUZZY | - |
| dc.title | A novel validity index for determination of the optimal number of clusters | - |
| dc.type | Article | - |
| dc.identifier.wosid | 000166825400007 | - |
| dc.identifier.scopusid | 2-s2.0-0034831822 | - |
| dc.type.rims | ART | - |
| dc.citation.volume | E84D | - |
| dc.citation.issue | 2 | - |
| dc.citation.beginningpage | 281 | - |
| dc.citation.endingpage | 285 | - |
| dc.citation.publicationname | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | - |
| dc.contributor.localauthor | Park, Dong-Jo | - |
| dc.contributor.nonIdAuthor | Kim, Do-Jong | - |
| dc.contributor.nonIdAuthor | Park, Yong-Woon | - |
| dc.type.journalArticle | Letter | - |
| dc.subject.keywordAuthor | clustering | - |
| dc.subject.keywordAuthor | validity index | - |
| dc.subject.keywordAuthor | optimal cluster number | - |
| dc.subject.keywordPlus | FUZZY | - |
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