A new clustering algorithm based on near neighbor influence

作者:

Highlights:

• It introduces the concept of near neighbor influence.

• It develops a new clustering algorithm.

• An improved version of the new clustering algorithm is introduced.

• A variation of the new clustering algorithm is introduced.

• The effect of our algorithms is validated by some simulations.

摘要

•It introduces the concept of near neighbor influence.•It develops a new clustering algorithm.•An improved version of the new clustering algorithm is introduced.•A variation of the new clustering algorithm is introduced.•The effect of our algorithms is validated by some simulations.

论文关键词:Near neighbor point set,Near neighbor influence,Dissimilarity measure,Clustering

论文评审过程:Available online 11 May 2015, Version of Record 25 June 2015.

论文官网地址:https://doi.org/10.1016/j.eswa.2015.05.007