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