A highly accurate firefly based algorithm for heart disease prediction

作者：

Highlights：

• Rough sets and firefly algorithms is proposed to find optimal attribute reductions.

• Interval type-2 fuzzy logic system is used to predict heart disease.

• Proposed system is effective with results of fewer features and higher accuracy.

摘要

•Rough sets and firefly algorithms is proposed to find optimal attribute reductions.•Interval type-2 fuzzy logic system is used to predict heart disease.•Proposed system is effective with results of fewer features and higher accuracy.

论文关键词：Rough sets,Attribute reduction,Feature selection,Chaos firefly algorithm,Type-2 fuzzy logic system

论文评审过程：Available online 26 June 2015, Version of Record 18 July 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2015.06.024