Regression analysis based on linguistic associations and perception-based logical deduction

作者：

Highlights：

• New model of linguistic variables based on fuzzy partition and its subpartitions.

• System allowing to choose something in between interpretability and precision.

• Rules extracted with various fuzzy partitions and fuzzy association measures.

• Prediction by fuzzy IF-THEN rules in implicative fuzzy inference engine.

摘要

•New model of linguistic variables based on fuzzy partition and its subpartitions.•System allowing to choose something in between interpretability and precision.•Rules extracted with various fuzzy partitions and fuzzy association measures.•Prediction by fuzzy IF-THEN rules in implicative fuzzy inference engine.

论文关键词：Linguistic variables,Implicative fuzzy inference,Regression,IF-THEN rules,Fuzzy associations,Linguistic associations

论文评审过程：Received 24 January 2016, Revised 17 August 2016, Accepted 18 August 2016, Available online 20 August 2016, Version of Record 28 September 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.08.053