A fast hardware software platform for computing irreducible testors

作者：

Highlights：

• Feature selection is an important task in pattern recognition.

• Testor theory can be used to perform feature selection.

• A testor is a subset of attributes that can discern between objects of different classes.

• We propose a fast hardware software platform for computing irreducible testors.

摘要

•Feature selection is an important task in pattern recognition.•Testor theory can be used to perform feature selection.•A testor is a subset of attributes that can discern between objects of different classes.•We propose a fast hardware software platform for computing irreducible testors.

论文关键词：Feature selection,Testor theory,Hardware architecture,FPGA

论文评审过程：Received 22 September 2014, Revised 30 June 2015, Accepted 19 July 2015, Available online 26 July 2015, Version of Record 27 September 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2015.07.037