Subspace clustering using affinity propagation

作者：

Highlights：

• We study the problem of subspace clustering.

• We propose an algorithm by combining affinity propagation and attribute weighting.

• The algorithm does not su er from the cluster center initialization problem.

• Experiments on synthetic and real data show that the algorithm performs well.

摘要

Highlights•We study the problem of subspace clustering.•We propose an algorithm by combining affinity propagation and attribute weighting.•The algorithm does not su er from the cluster center initialization problem.•Experiments on synthetic and real data show that the algorithm performs well.

论文关键词：Data clustering,Subspace clustering,Affinity propagation,Attribute weighting

论文评审过程：Received 13 June 2014, Revised 3 September 2014, Accepted 1 November 2014, Available online 11 November 2014.

论文官网地址：https://doi.org/10.1016/j.patcog.2014.11.003