Association rule mining theory, and practice, requires the ability to calculate the cardinalities of subsets. In association rule mining on fuzzy sets, this is also the case. However, there are multiple options for calculating cardinalities due to the nature of fuzzy sets. In this paper we introduce the “X-μ Fuzzy Association Rule method” of calculation, a methodology for use within fuzzy association rule mining. This method uses the X-μ representation of fuzzy sets and its respective cardinality calculation, which retains the fuzzy nature of fuzzy set cardinality through the full process of association rule processing.
|Title of host publication||Computational Intelligence (UKCI), 2013 13th UK Workshop on|
|Publisher||Institute of Electrical and Electronics Engineers (IEEE)|
|Pages||144 - 150|
|Number of pages||6|
|Publication status||Published - 2013|