Amended fused TOPSIS-VIKOR for classification (ATOVIC) applied to some UCI data sets

作者：

Highlights：

• ATOVIC, a new classification system is proposed based on fused VIKOR and TOPSIS.

• Classification can be done using the maximum or the minimum of S, R and Q.

• A weight can be considered for ATOVIC, in this case it is named ATOVIC-W.

摘要

•ATOVIC, a new classification system is proposed based on fused VIKOR and TOPSIS.•Classification can be done using the maximum or the minimum of S, R and Q.•A weight can be considered for ATOVIC, in this case it is named ATOVIC-W.

论文关键词：Classification,Heart disease,Thyroid disease,Chess,Nursery,Titanic

论文评审过程：Received 18 June 2017, Revised 6 December 2017, Accepted 17 January 2018, Available online 31 January 2018, Version of Record 3 February 2018.

论文官网地址：https://doi.org/10.1016/j.eswa.2018.01.025