Öbekleme eniyilemesi ve sağlamlığı için yinelemeli bir yaklaşım
dc.contributor.author | Gümüş, H. | |
dc.contributor.author | Korkmaz Özay, E. | |
dc.contributor.author | Arı, İsmail | |
dc.contributor.author | Çataltepe, Z. | |
dc.date.accessioned | 2016-02-11T06:46:13Z | |
dc.date.available | 2016-02-11T06:46:13Z | |
dc.date.issued | 2012 | |
dc.identifier.isbn | 978-1-4673-0055-1 | |
dc.identifier.uri | http://hdl.handle.net/10679/1958 | |
dc.identifier.uri | http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6204721 | |
dc.description | Due to copyright restrictions, the access to the full text of this article is only available via subscription. | |
dc.description.abstract | Clustering is a common technique, in all areas where information is obtained from the collected data. In this work, three well-known clustering algorithms namely, K-means, Spectral and DBSCAN are investigated in terms of their validity using four clustering validity indexes, Rand, Adjusted Rand, Jaccard, Silhouette. These clustering algorithms are applied on three data sets which have different characteristics. Thus steps have been taken for an automated clustering optimization system. | |
dc.description.sponsorship | TÜBİTAK ; European Commission | |
dc.language.iso | tur | |
dc.publisher | IEEE | |
dc.relation | info:turkey/grantAgreement/TUBITAK/190E194 | |
dc.relation | info:eu-repo/grantAgreement/EC/FP7/256537 | |
dc.relation.ispartof | 2012 20th Signal Processing and Communications Applications Conference (SIU) | |
dc.rights | restrictedAccess | |
dc.title | Öbekleme eniyilemesi ve sağlamlığı için yinelemeli bir yaklaşım | en_US |
dc.title.alternative | An iterative approach for clustering optimization and validation | |
dc.type | Conference paper | en_US |
dc.peerreviewed | yes | |
dc.publicationstatus | published | en_US |
dc.contributor.department | Özyeğin University | |
dc.contributor.authorID | (ORCID 0000-0002-6159-0484 & YÖK ID 43541) Arı, İsmail | |
dc.contributor.ozuauthor | Arı, İsmail | |
dc.identifier.startpage | 1 | |
dc.identifier.endpage | 4 | |
dc.identifier.doi | 10.1109/SIU.2012.6204721 | |
dc.subject.keywords | Iterative methods | |
dc.subject.keywords | Pattern clustering | |
dc.identifier.scopus | SCOPUS:2-s2.0-84863433940 | |
dc.contributor.authorMale | 1 | |
dc.relation.publicationcategory | Conference Paper - International - Institutional Academic Staff |
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