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Papers
Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application to Credit-Risk Evaluation
JMLR 2023
Threshold-free Pattern Mining Meets Multi-Objective Optimization: Application to Association Rules
IJCAI 2022
Hybrid Predictive Models: When an Interpretable Model Collaborates with a Black-box Model
JMLR 2021
Completeness-aware Rule Learning from Knowledge Graphs
IJCAI 2018
Multi-value Rule Sets for Interpretable Classification with Feature-Efficient Representations
NeurIPS 2018
Basket-Sensitive Personalized Item Recommendation
IJCAI 2017
Learning Theory Analysis for Association Rules and Sequential Event Prediction
JMLR 2013
Sequential Event Prediction with Association Rules
COLT 2011
The arules R-Package Ecosystem: Analyzing Interesting Patterns from Large Transaction Data Sets
JMLR 2011
What's Strange About Recent Events (WSARE): An Algorithm for the Early Detection of Disease Outbreaks
JMLR 2005