18 citations · 45 across the 10 of their papers we have counts for
3 papers · 1 filter
Exploiting complex pattern features for interactive pattern mining
Arnold Hien, Samir Loudni, Noureddine Aribi +2
Recent years have seen a shift from a pattern mining process that has users define constraints before-hand, and sift through the results afterwards, to an interactive one. This new…
An efficient heuristic approach combining maximal itemsets and area measure for compressing voluminous table constraints
Soufia Bennai, Kamala Amroun, Samir Loudni +1
Constraint Programming is a powerful paradigm to model and solve combinatorial problems. While there are many kinds of constraints, the table constraint is perhaps the most signifi…
Boosting the Learning for Ranking Patterns
Nassim Belmecheri, Noureddine Aribi, Nadjib Lazaar +2
Discovering relevant patterns for a particular user remains a challenging tasks in data mining. Several approaches have been proposed to learn user-specific pattern ranking functio…