|標題：Fuzzy association rule mining with type-2 membership functions|
|作品名稱||Fuzzy association rule mining with type-2 membership functions|
|著者||C. H. Chen; Y. Li; T. P. Hong|
|會議名稱||7th Asian Conference, The Asian Conference on Intelligent Information and Database Systems(ACIIDS 2015)|
|摘要||In this paper, a fuzzy association rule mining approach with type-2
membership functions is proposed for dealing with data uncertainty. It first
transfers quantitative values in transactions into type-2 fuzzy values. Then, according
to a predefined split number of points, they are reduced to type-1 fuzzy
values. At last, the fuzzy association rules are derived by using these fuzzy values.
Experiments on a simulated dataset were made to show the effectiveness of
the proposed approach.
|關鍵字||Data mining;Fuzzy association rule;Membership functions;Type-2 fuzzy set|
|通訊作者||T. P. Hong|
|出處||Intelligent Information and Database Systems Part II LNAI 9012, pp.128-134|