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Fuzzy linear discriminant analysis clustering with its application
Other Title(s)
التحليل المميز الخطي للعنقدة الضبابية مع تطبيق
Joint Authors
al-Kinani, Aydin Hasan
Fawzi, Rand Muhannad
Source
Issue
Vol. 54, Issue 3 (30 Sep. 2013), pp.739-743, 5 p.
Publisher
University of Baghdad College of Science
Publication Date
2013-09-30
Country of Publication
Iraq
No. of Pages
5
Main Subjects
Abstract EN
Many fuzzy clustering are based on within-cluster scatter with a compactness measure , but in this paper explaining new fuzzy clustering method which depend on within-cluster scatter with a compactness measure and between-cluster scatter with a separation measure called the fuzzy compactness and separation (FCS).
The fuzzy linear discriminant analysis (FLDA) based on within-cluster scatter matrix and between-cluster scatter matrix .
Then two fuzzy scattering matrices in the objective function assure the compactness between data elements and cluster centers .To test the optimal number of clusters using validation clustering method is discuss .After that an illustrate example are applied.
American Psychological Association (APA)
al-Kinani, Aydin Hasan& Fawzi, Rand Muhannad. 2013. Fuzzy linear discriminant analysis clustering with its application. Iraqi Journal of Science،Vol. 54, no. 3, pp.739-743.
https://search.emarefa.net/detail/BIM-955534
Modern Language Association (MLA)
al-Kinani, Aydin Hasan& Fawzi, Rand Muhannad. Fuzzy linear discriminant analysis clustering with its application. Iraqi Journal of Science Vol. 54, no. 3 (2013), pp.739-743.
https://search.emarefa.net/detail/BIM-955534
American Medical Association (AMA)
al-Kinani, Aydin Hasan& Fawzi, Rand Muhannad. Fuzzy linear discriminant analysis clustering with its application. Iraqi Journal of Science. 2013. Vol. 54, no. 3, pp.739-743.
https://search.emarefa.net/detail/BIM-955534
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 743
Record ID
BIM-955534