49 citations · 51 across the 6 of their papers we have counts for
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cs.DB2017
Efficiently Discovering Locally Exceptional yet Globally Representative Subgroups
Janis Kalofolias, Mario Boley, Jilles Vreeken
Subgroup discovery is a local pattern mining technique to find interpretable descriptions of sub-populations that stand out on a given target variable. That is, these sub-populatio…
cs.DB2017★ 49 cited
Discovering Reliable Approximate Functional Dependencies
Panagiotis Mandros, Mario Boley, Jilles Vreeken
Given a database and a target attribute of interest, how can we tell whether there exists a functional, or approximately functional dependence of the target on any set of other att…