Frequent itemset mining in high dimensional data: a review

• Main Authors: Md. Zaki, Fatimah Audah, Zulkurnain, Nurul Fariza
• Format: Conference or Workshop Item
• Language: English; English
• Published: Springer 2019
• Subjects: TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
• Online Access: http://irep.iium.edu.my/67014/1/67014_Frequent%20Itemset%20Mining%20in%20High%20Dimensional%20Data.pdf; http://irep.iium.edu.my/67014/2/67014_Frequent%20Itemset%20Mining%20in%20High%20Dimensional%20Data_SCOPUS.pdf; http://irep.iium.edu.my/67014/; https://link.springer.com/chapter/10.1007/978-981-13-2622-6_32

This paper provides a brief overview of the techniques used in frequent itemset mining. It discusses the search strategies used; i.e. depth first vs. breadth-first, and dataset representation; i.e. horizontal vs. vertical representation. In addition, it reviews many techniques used in several algori...