An efficient framework for obtaining the initial cluster centers

Abstract Clustering is an important tool for data mining since it can determine key patterns without any prior supervisory information. The initial selection of cluster centers plays a key role in the ultimate effect of clustering. More often researchers adopt the random approach for this purpose in...

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Bibliographic Details
Main Authors: B. K. Mishra, Sachi Nandan Mohanty, R. R. Baidyanath, Shahid Ali, D. Abduvalieva, Fuad A. Awwad, Emad A. A. Ismail, Manish Gupta
Format: Article
Language:English
Published: Nature Portfolio 2023-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-48220-3