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Improving the performance of the FCM algorithm in clustering using the DBSCAN algorithm

The fuzzy-C-means (FCM) algorithm is one of the most famous fuzzy clus-tering algorithms, but it gets stuck in local optima. In addition, this algo-rithm requires the number of clusters. Also, the density-based spatial of the application with noise (DBSCAN) algorithm, which is a density-based clus-t...

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Autores principales: S. Barkhordari Firozabadi, S.A. Shahzadeh Fazeli, J. Zarepour Ahmadabadi, S.M. Karbassi
Formato: Artigo
Lenguaje:Inglês
Publicado: Ferdowsi University of Mashhad 2023-12-01
Colección:Iranian Journal of Numerical Analysis and Optimization
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Acceso en línea:https://ijnao.um.ac.ir/article_44117_c35d5a744ce9c31c04abbea89eda4c41.pdf
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