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cs.DB2014★ 2 cited
Assessing the statistical significance of association rules
Wilhelmiina Hämäläinen
An association rule is statistically significant, if it has a small probability to occur by chance. It is well-known that the traditional frequency-confidence framework does not pr…
cs.DB2014
General upper bounds for well-behaving goodness measures on dependency rules
Wilhelmiina Hämäläinen
In the search for statistical dependency rules, a crucial task is to restrict the search space by estimating upper bounds for the goodness of yet undiscovered rules. In this paper,…