Yahia Lebbah

Threshold-free Pattern Mining Meets Multi-Objective Optimization: Application to Association Rules

Constraint-based pattern mining is at the core of numerous data mining tasks. Unfortunately, thresholds which are involved in these constraints cannot be easily chosen. This paper investigates a Multi-objective Optimization approach where several (often conflicting) functions need to be optimized at…