51 citations · 60 across the 6 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
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,…
stat.CO2014
New tight approximations for Fisher's exact test
Wilhelmiina Hämäläinen
Fisher's exact test is often a preferred method to estimate the significance of statistical dependence. However, in large data sets the test is usually too worksome to be applied,…