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...

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Vydané v:	Alexandria engineering journal Ročník 61; číslo 5; s. 3571 - 3585
Hlavní autori:	Wang, Haiyan, Xu, Peidi, Zhao, Jinghua
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.05.2022 Elsevier
Predmet:	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
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