Improved KNN algorithms of spherical regions based on clustering and region division

The KNN classification algorithm is one of the most commonly used algorithm in the AI field. This paper proposes two improved algorithms, namely KNNTS, and KNNTS-PK+. The two improved algorithms are based on KNNPK+ algorithm, which uses PK-Means ++ algorithm to select the center of the spherical reg...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Alexandria engineering journal Jg. 61; H. 5; S. 3571 - 3585
Hauptverfasser:	Wang, Haiyan, Xu, Peidi, Zhao, Jinghua
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.05.2022 Elsevier
Schlagworte:	Equal radius spherical region division KNN algorithm Machine learning Tabu search algorithm KNN algorithm Equal radius spherical region division Machine learning Tabu search algorithm
ISSN:	1110-0168
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!