Sihem Amer-Yahia

Testing Interestingness Measures in Practice: A Large-Scale Analysis of Buying Patterns

2016

Understanding customer buying patterns is of great interest to the retail industry. Association rule mining is a common technique for extracting correlations such as people in the South of France buy rosé wine or customers …

Model reusability in Reinforcement Learning

2025 · The VLDB Journal

Abstract The ability to reuse trained models in Reinforcement Learning (RL) holds substantial practical value in particular for complex tasks. While model reusability is widely studied for supervised models in data management, to the best …