Mining significant association rules from uncertain data
Data Min. Knowl. Discov., Volume 30, Issue 4, 2016.
Pattern discoveryAssociation rulesStatistical evaluationUncertain data
In association rule mining, the trade-off between avoiding harmful spurious rules and preserving authentic ones is an ever critical barrier to obtaining reliable and useful results. The statistically sound technique for evaluating statistical significance of association rules is superior in preventing spurious rules, yet can also cause se...More
Full Text (Upload PDF)