Multi-objective PSO algorithm for mining numerical association rules without a priori discretization

作者：

Highlights：

• To propose a PSO-based algorithm to discover numerical association rules..

• To apply Multi-objective PSO algorithm in a new application domain.

• Trading-off between multiple objectives using Pareto Optimality.

• To improve the quality measurements of the extracted rules.

摘要

•To propose a PSO-based algorithm to discover numerical association rules..•To apply Multi-objective PSO algorithm in a new application domain.•Trading-off between multiple objectives using Pareto Optimality.•To improve the quality measurements of the extracted rules.

论文关键词：Data mining,Multi-objective optimization,Association rules,Evolutionary algorithms

论文评审过程：Available online 14 January 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2013.12.043