Samir Loudni

Exploiting Data Mining Techniques for Compressing Table Constraints

2019

In this paper, we propose an improvement of the compression step of sliced table method proposed by Gharbi et al. [1] for compressing and solving table constraints. We consider only n-ary CSP defined in extensional …

Innovative constraint models for mining frequent and rare association rules using multi-objective optimization

2026 · Artificial Intelligence

Constraint-based pattern mining is at the core of numerous data mining tasks. Usually, pattern mining problems are handled as constraint-solving tasks. However, in practice, the resulting patterns are often large, and selecting appropriate thresholds for …