Please use this identifier to cite or link to this item:
https://hdl.handle.net/20.500.11851/5536
Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Özkan, İ. | - |
dc.contributor.author | Türkşen, I. Burhan | - |
dc.date.accessioned | 2021-09-11T15:19:12Z | - |
dc.date.available | 2021-09-11T15:19:12Z | - |
dc.date.issued | 2013 | en_US |
dc.identifier.isbn | 9781461466659 | - |
dc.identifier.issn | 1434-9922 | - |
dc.identifier.uri | https://doi.org/10.1007/978-1-4614-6666-6_14 | - |
dc.identifier.uri | https://hdl.handle.net/20.500.11851/5536 | - |
dc.description.abstract | Interval valued type-2 fuzziness can be represented by means of membership functions obtained with upper and lower values of the level of fuzziness. These upper and lower values for the level of fuzziness in FCM algorithm were obtained in our previous studies. A particular application of Interval valued type-2 fuzziness is shown for cluster validity analysis in this chapter. For this purpose, we introduce a brief taxonomy for cluster validity indices to clarify the contribution of our novel approach. To provide reproducibility of our technique, the source code is written in freely available language 'R' and can be found on our web site. © 2013 Springer Science+Business Media New York. | en_US |
dc.description.sponsorship | Natural Sciences and Engineering Research Council of Canada: RPGIN 7698-05 | en_US |
dc.language.iso | en | en_US |
dc.publisher | Springer Verlag | en_US |
dc.relation.ispartof | Studies in Fuzziness and Soft Computing | en_US |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | Biological type | en_US |
dc.subject | Cluster validity | en_US |
dc.subject | Compactness | en_US |
dc.subject | Connectedness | en_US |
dc.subject | Dissimilarity | en_US |
dc.subject | Euclidian | en_US |
dc.subject | External criteria | en_US |
dc.subject | Fukuyama-Sugeno | en_US |
dc.subject | Fuzzy c-mean | en_US |
dc.subject | Internal criteria | en_US |
dc.subject | Interval valued type-2 fuzzy | en_US |
dc.subject | Iris data | en_US |
dc.subject | Manhattan | en_US |
dc.subject | Membership | en_US |
dc.subject | MiniMax ?-stable | en_US |
dc.subject | Partition coefficient | en_US |
dc.subject | Partition entropy | en_US |
dc.subject | R code | en_US |
dc.subject | Relative criteria | en_US |
dc.subject | Separation | en_US |
dc.subject | Stability type | en_US |
dc.subject | Type 2 fuzzy | en_US |
dc.subject | Upper and lower values of fuzziness | en_US |
dc.subject | Wine data | en_US |
dc.subject | Xie-Beni | en_US |
dc.title | A Review of Cluster Validation With an Example of Type-2 Fuzzy Application in R | en_US |
dc.type | Review | en_US |
dc.department | Faculties, Faculty of Engineering, Department of Industrial Engineering | en_US |
dc.department | Fakülteler, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümü | tr_TR |
dc.identifier.volume | 301 | en_US |
dc.identifier.startpage | 219 | en_US |
dc.identifier.endpage | 236 | en_US |
dc.identifier.scopus | 2-s2.0-84880220305 | en_US |
dc.institutionauthor | Türkşen, İsmail Burhan | - |
dc.identifier.doi | 10.1007/978-1-4614-6666-6_14 | - |
dc.relation.publicationcategory | Diğer | en_US |
dc.identifier.scopusquality | Q3 | - |
item.openairetype | Review | - |
item.languageiso639-1 | en | - |
item.grantfulltext | none | - |
item.fulltext | No Fulltext | - |
item.openairecristype | http://purl.org/coar/resource_type/c_18cf | - |
item.cerifentitytype | Publications | - |
Appears in Collections: | Endüstri Mühendisliği Bölümü / Department of Industrial Engineering Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection |
CORE Recommender
Items in GCRIS Repository are protected by copyright, with all rights reserved, unless otherwise indicated.