Fast density peaks clustering algorithm in polar coordinate system

Density peaks clustering (DPC) algorithm provides an efficient method to quickly find cluster centers with decision graphs. In recent years, due to its unique parameters, no iteration, and good robustness, it has been widely studied and applied. However, it also has some shortcomings, such as no ada...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Applied intelligence (Dordrecht, Netherlands) Netherlands), 2022-09, Vol.52 (12), p.14478-14490
Hauptverfasser:	Li, Chao, Ding, Shifei, Xu, Xiao, Du, Shuying, Shi, Tianhao
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Clustering Computer Science Density Machines Manufacturing Mathematical analysis Mechanical Engineering Polar coordinates Processes Run time (computers) Trigonometric functions
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!