On total number of candidate component cluster centers and total number of candidate mixture models in model based clustering
| dc.contributor.author | Servi, Tayfun | |
| dc.contributor.author | Erol, Hamza | |
| dc.date.accessioned | 2017-01-13T08:25:03Z | |
| dc.date.available | 2017-01-13T08:25:03Z | |
| dc.date.issued | 2007 | |
| dc.description | http://sjam.selcuk.edu.tr/sjam/article/view/191 | en_US |
| dc.description.abstract | Determining the number of component clusters for a multivariate normal mixture model is the most important problem in model based clustering and determining the number of candidate mixture models is the most interesting problem in multivariate normal mixture model based clustering using model selection criteria. In this study; first, the concept of the total number of candidate component cluster centers is introduced and an interval is constructed by using the number of partitions in each variable in multivariate data. Second, an equation is given for the total number of candidate mixture models in multivariate normal mixture model based clustering. The number of candidate mixture models is defined as the sum of the number of possible mixture models with different number of component clusters. | en_US |
| dc.identifier.citation | Servi, T., Erol, H. (2007). On total number of candidate component cluster centers and total number of candidate mixture models in model based clustering. Selcuk Journal of Applied Mathematics, 8 (2), 57-69. | en_US |
| dc.identifier.endpage | 69 | |
| dc.identifier.issn | 1302-7980 | en_US |
| dc.identifier.startpage | 57 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12395/3848 | |
| dc.identifier.volume | 8 | |
| dc.language.iso | en | en_US |
| dc.publisher | Selcuk University Research Center of Applied Mathematics | en_US |
| dc.relation.ispartof | Selcuk Journal of Applied Mathematics | en_US |
| dc.relation.publicationcategory | Makale - Kategori Belirlenecek | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.selcuk | 20240510_oaig | en_US |
| dc.subject | Olası karma modellerin sayısı | en_US |
| dc.subject | Number of possible mixture models | en_US |
| dc.subject | Toplam aday karışım modeli sayısı | en_US |
| dc.subject | Total number of candidate mixture models | en_US |
| dc.subject | Aday bileşen küme merkezlerinin toplam sayısı | en_US |
| dc.subject | Total number of candidate component cluster centers | en_US |
| dc.subject | Model seçimi | en_US |
| dc.subject | Model selection | en_US |
| dc.subject | Karışım modeline dayalı kümeleme | en_US |
| dc.subject | Mixture model based clustering | en_US |
| dc.subject | Çok değişkenli normal karışım modeli | en_US |
| dc.subject | Multivariate normal mixture model | en_US |
| dc.title | On total number of candidate component cluster centers and total number of candidate mixture models in model based clustering | en_US |
| dc.type | Article | en_US |
