K-means clustering algorithm based on improved Cuckoo search algorithm and its application

Because the K-Means algorithm is easy to fall into the local optimum and the Cuckoo search (CS) algorithm is affected by the step size, this paper proposes a K-Means clustering algorithm based on improved cuckoo search (ICS-Kmeans). The algorithm is compared with the original K-means, the Kmeans alg...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	2018 IEEE 3rd International Conference on Big Data Analysis (ICBDA) S. 422 - 426
Hauptverfasser:	Ye, Shuce, Huang, Xiaoli, Teng, Yinyin, Li, Yuxia
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.03.2018
Schlagworte:	Birds Classification algorithms Clustering algorithms Convergence cuckoo search heart sound characteristics Integrated circuits K-Means Optimization Partitioning algorithms
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!