http://scholars.ntou.edu.tw/handle/123456789/17045| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Chih-Wen Wu | en_US |
| dc.contributor.author | Jin-Lian Chen | en_US |
| dc.contributor.author | Jung-Hua Wang | en_US |
| dc.date.accessioned | 2021-06-07T06:07:15Z | - |
| dc.date.available | 2021-06-07T06:07:15Z | - |
| dc.date.issued | 2001-10 | - |
| dc.identifier.issn | 1062-922X | - |
| dc.identifier.uri | http://scholars.ntou.edu.tw/handle/123456789/17045 | - |
| dc.description.abstract | A self-organizing mountain method (SOMM) is presented. SOMM incorporates the Possibilistic C-Means (PCM) technique and the concept of the mountain method to perform clustering. By self-organizing we mean that parameters are data-driven, the terrain of each cluster (or mountain) is estimated, the precise center of each cluster and the terminating condition are determined by the input nature. In addition, SOMM is robust even when a large number of outliers/noises is presented. The simulation results show that the robust clustering can be obtained for various Gaussian clusters and uniform clusters, respectively. | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | IEEE | en_US |
| dc.title | Self-organizing mountain method for clustering | en_US |
| dc.type | conference paper | en_US |
| dc.relation.conference | 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace | en_US |
| dc.relation.conference | Tucson, AZ, USA | en_US |
| dc.identifier.doi | 10.1109/ICSMC.2001.972922 | - |
| item.grantfulltext | none | - |
| item.openairetype | conference paper | - |
| item.cerifentitytype | Publications | - |
| item.openairecristype | http://purl.org/coar/resource_type/c_5794 | - |
| item.languageiso639-1 | en | - |
| item.fulltext | no fulltext | - |
| crisitem.author.dept | College of Electrical Engineering and Computer Science | - |
| crisitem.author.dept | Department of Electrical Engineering | - |
| crisitem.author.dept | National Taiwan Ocean University,NTOU | - |
| crisitem.author.parentorg | National Taiwan Ocean University,NTOU | - |
| crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
| Appears in Collections: | 電機工程學系 | |
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