Spike and slab biclustering

作者：

Highlights：

• A novel Probabilistic Model for Biclustering is proposed.

• The approach introduces the Spike and Slab priors in the biclustering context.

• The model have been investigated with the Expectation-Maximization learning algorithm.

• The proposed method favourably compares with current state-of-the-art.

摘要

•A novel Probabilistic Model for Biclustering is proposed.•The approach introduces the Spike and Slab priors in the biclustering context.•The model have been investigated with the Expectation-Maximization learning algorithm.•The proposed method favourably compares with current state-of-the-art.

论文关键词：Biclustering,Spike and slab,Probabilistic graphical models,Expectation-maximization

论文评审过程：Received 14 September 2016, Revised 29 May 2017, Accepted 19 July 2017, Available online 20 July 2017, Version of Record 24 July 2017.

论文官网地址：https://doi.org/10.1016/j.patcog.2017.07.021