Self-Adaptive K-Means Based on a Covering Algorithm

Self-Adaptive K-Means Based on a Covering Algorithm

The K-means algorithm is one of the ten classic algorithms in the area of data mining and has been studied by researchers in numerous fields for a long time. However, the value of the clustering number k in the K-means algorithm is not always easy to be determined, and the selection of the initial c...

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Bibliographic Details
Main Authors:	Yiwen Zhang, Yuanyuan Zhou, Xing Guo, Jintao Wu, Qiang He, Xiao Liu, Yun Yang
Format:	Article
Language:	English
Published:	Wiley 2018-01-01
Series:	Complexity
Online Access:	http://dx.doi.org/10.1155/2018/7698274
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