245 citations · 333 across the 5 of their papers we have counts for
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cs.LG2019★ 32 cited
RuleKit: A Comprehensive Suite for Rule-Based Learning
Adam Gudyś, Marek Sikora, Łukasz Wróbel
Rule-based models are often used for data analysis as they combine interpretability with predictive power. We present RuleKit, a versatile tool for rule learning. Based on a sequen…
cs.LG2018★ 40 cited
GuideR: a guided separate-and-conquer rule learning in classification, regression, and survival settings
Marek Sikora, Łukasz Wróbel, Adam Gudyś
This article presents GuideR, a user-guided rule induction algorithm, which overcomes the largest limitation of the existing methods-the lack of the possibility to introduce user's…