32 citations · 50 across the 2 of their papers we have counts for
2 papers
stat.ML2017★ 18 cited
Learning what matters - Sampling interesting patterns
Vladimir Dzyuba, Matthijs van Leeuwen
In the field of exploratory data mining, local structure in data can be described by patterns and discovered by mining algorithms. Although many solutions have been proposed to add…
cs.AI2016★ 32 cited
Flexible constrained sampling with guarantees for pattern mining
Vladimir Dzyuba, Matthijs van Leeuwen, Luc De Raedt
Pattern sampling has been proposed as a potential solution to the infamous pattern explosion. Instead of enumerating all patterns that satisfy the constraints, individual patterns…