Walter Aldana's Thesis Outline:

Given an item set X ( I, a transaction T contains X if and only if X ( T. An association rule consists of the following type of expression X(Y, where X ( I, Y ( I, and X ( Y = (. The association rule X(Y holds in a database DB with confidence c if the probability of a transaction in the DB that contains X also contains Y is c. ................
................