An improved Apriori algorithm based on transactional granule
Ju Xiao, Wang Dongfang, He Jiancang · 2016 IEEE Information Technology, Networking, Electronic and Automation Control Conference · 2016
After studying existing improved Apriori algorithms, this paper rebuilds the transactional database. Then, with providing the definition of transactional granule, this paper sets forth the relationship between transactions and items from the view of granule. By giving the rules of synthesizing these transactional granules, this paper designs an improved Apriori algorithm based on transactional granule, thus effectively applying the theory of granular computing to the mining of association rules.