2 papers
cs.AI2026
Frequency-based Constrained Sampling for Interval Patterns
Djawad Bekkoucha, Abdelkader Ouali, Bruno Crémilleux
Output space pattern sampling is a powerful alternative to exhaustive pattern mining for exploring large pattern spaces, as it enables users to focus on representative patterns dra…
cs.DB2025
Efficiently Sampling Interval Patterns from Numerical Databases
Djawad Bekkoucha, Lamine Diop, Abdelkader Ouali +2
Pattern sampling has emerged as a promising approach for information discovery in large databases, allowing analysts to focus on a manageable subset of patterns. In this approach,…