In this paper, we propose an effective strategy for maximal rules mining based on soft set theory that consists of the following steps: 1) Build tree Max_IT_Tree where each node contains maximal itemsets X, the category of X, the set of transactions in which X is maximal, and the support of the maximal itemsets X for ...
Abstract: Using soft set theory for mining maximal association rules based on the concept of frequent maximal itemsets which appear maximally in many ...
In this paper, we propose an effective strategy for maximal rules mining based on soft set theory that consists of the following steps: 1) Build tree Max_IT_ ...
In this paper, an alternative approach for maximal association rules mining from a transactional database using soft set theory is proposed.
Nov 30, 2020 · Herawan and Deris (2011) put forth an inspiring proposal of mining association rules from a transactional data set using soft set theory.
In this paper, an alternative approach for maximal association rules mining from a transactional database using soft set theory is proposed.
Nov 1, 2016 · This paper aims to offer further detailed insights into soft set based association rule mining. With regard to regular association rule mining ...
It is shown that by using soft set theory, maximal rules discovered are identical and faster as compared to traditional maximal and rough maximal association ...
In this paper, we present an alternative approach for mining regular association rules and maximal association rules from transactional datasets using soft ...
Aug 26, 2016 · Herawan and Deris initiated the investigation of mining association rules from transactional datasets using soft set theory.