An overview on subgroup discovery: foundations and applications
作者:Franciso Herrera, Cristóbal José Carmona, Pedro González, María José del Jesus
摘要
Subgroup discovery is a data mining technique which extracts interesting rules with respect to a target variable. An important characteristic of this task is the combination of predictive and descriptive induction. An overview related to the task of subgroup discovery is presented. This review focuses on the foundations, algorithms, and advanced studies together with the applications of subgroup discovery presented throughout the specialised bibliography.
论文关键词:Subgroup discovery, Knowledge discovery
论文评审过程:
论文官网地址:https://doi.org/10.1007/s10115-010-0356-2