2 papers
cs.LG2024
Explainability of Highly Associated Fuzzy Churn Patterns in Binary Classification
D. Y. C. Wang, Lars Arne Jordanger, Jerry Chun-Wei Lin
Customer churn, particularly in the telecommunications sector, influences both costs and profits. As the explainability of models becomes increasingly important, this study emphasi…
cs.LG2024
A Utility-Mining-Driven Active Learning Approach for Analyzing Clickstream Sequences
Danny Y. C. Wang, Lars Arne Jordanger, Jerry Chun-Wei Lin
In rapidly evolving e-commerce industry, the capability of selecting high-quality data for model training is essential. This study introduces the High-Utility Sequential Pattern Mi…