Ensemble clustering by means of clustering embedding in vector spaces

作者：

Highlights：

• This paper presents a novel approach to solving the ensemble clustering problem.

• An embedding method successful for strings and graphs is adapted to clusterings.

• An extensive experiment study is presented.

• The proposed method is superior to several state-of-the-art related algorithms.

摘要

Highlights•This paper presents a novel approach to solving the ensemble clustering problem.•An embedding method successful for strings and graphs is adapted to clusterings.•An extensive experiment study is presented.•The proposed method is superior to several state-of-the-art related algorithms.

论文关键词：Ensemble clustering,Generalized median,Embedding,Vector space

论文评审过程：Received 4 January 2013, Revised 26 July 2013, Accepted 20 August 2013, Available online 27 August 2013.

论文官网地址：https://doi.org/10.1016/j.patcog.2013.08.019