18 citations · 33 across the 14 of their papers we have counts for
3 papers · 1 filter
A global Constraint for mining Sequential Patterns with GAP constraint
Amina Kemmar, Samir Loudni, Yahia Lebbah +2
Sequential pattern mining (SPM) under gap constraint is a challenging task. Many efficient specialized methods have been developed but they are all suffering from a lack of generic…
Prefix-Projection Global Constraint for Sequential Pattern Mining
Amina Kemmar, Samir Loudni, Yahia Lebbah +2
Sequential pattern mining under constraints is a challenging data mining task. Many efficient ad hoc methods have been developed for mining sequential patterns, but they are all su…
A Constraint Programming Approach for Mining Sequential Patterns in a Sequence Database
Jean-Philippe Métivier, Samir Loudni, Thierry Charnois
Constraint-based pattern discovery is at the core of numerous data mining tasks. Patterns are extracted with respect to a given set of constraints (frequency, closedness, size, etc…