Exploring the diversity in cluster ensemble generation: Random sampling and random projection

作者：

Highlights：

• A novel cluster generation method using random sampling with nearest neighbor method.

• A dual random sampling method combining random sampling and random projection.

• A systematic empirical study of different cluster ensemble generation methods.

摘要

•A novel cluster generation method using random sampling with nearest neighbor method.•A dual random sampling method combining random sampling and random projection.•A systematic empirical study of different cluster ensemble generation methods.

论文关键词：Random sampling,Random projection,Ensemble generation,Ensemble clustering

论文评审过程：Available online 18 February 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.01.028