A heuristic based dependency calculation technique for rough set theory
作者：
Highlights：
• Rough Sets use positive region based dependency measure.
• Calculating positive region is a computationally expensive task.
• We have proposed a new heuristic based dependency calculation technique.
• The proposed method avoids calculation of positive region.
• Results have justified the proposed solution.
摘要
•Rough Sets use positive region based dependency measure.•Calculating positive region is a computationally expensive task.•We have proposed a new heuristic based dependency calculation technique.•The proposed method avoids calculation of positive region.•Results have justified the proposed solution.
论文关键词：Rough set theory,Heuristic dependency calculation,Reducts,Dependency,Positive region
论文评审过程：Received 4 August 2016, Revised 28 March 2018, Accepted 8 April 2018, Available online 10 April 2018, Version of Record 18 April 2018.
论文官网地址：https://doi.org/10.1016/j.patcog.2018.04.009
