ck-means and fck-means: Two Deterministic Initialization Procedures for k-means Algorithm Using a Modified Crowding Distance
This paper presents two novel deterministic initialization procedures for k-means clustering based on a modified crowding distance. The procedures, named ck-means and fck-means, use more crowded points as initial centroids. Experimental studies on multiple datasets demonstrate that the proposed appr...
Gardado en:
| Autor Principal: | |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
Prague University of Economics and Business
2023-10-01
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| Series: | Acta Informatica Pragensia |
| Assuntos: | |
| Acceso en liña: | https://aip.vse.cz/artkey/aip-202302-0011_ck-means-and-fck-means-two-deterministic-initialization-procedures-for-k-means-algorithm-using-a-modified-crow.php |
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