A dynamic core evolutionary clustering algorithm based on saturated memory

Abstract Because the number of clustering cores needs to be set before implementing the K-means algorithm, this type of algorithm often fails in applications with increasing data and changing distribution characteristics. This paper proposes an evolutionary algorithm DCC, which can dynamically adjus...

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Podrobná bibliografie
Hlavní autoři: Haibin Xie, Peng Li, Zhiyong Ding
Médium: Článek
Jazyk:English
Vydáno: Springer 2023-10-01
Edice:Autonomous Intelligent Systems
Témata:
On-line přístup:https://doi.org/10.1007/s43684-023-00055-5