16 citations · 24 across the 5 of their papers we have counts for
5 papers
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…
Tractability and Decompositions of Global Cost Functions
David Allouche, Christian Bessiere, Patrice Boizumault +8
Enforcing local consistencies in cost function networks is performed by applying so-called Equivalent Preserving Transformations (EPTs) to the cost functions. As EPTs transform the…
Discovering Knowledge using a Constraint-based Language
Patrice Boizumault, Bruno Crémilleux, Mehdi Khiari +2
Discovering pattern sets or global patterns is an attractive issue from the pattern mining community in order to provide useful information. By combining local patterns satisfying…
COINS: a constraint-based interactive solving system
Samir Ouis, Narendra Jussien, Patrice Boizumault
This paper describes the COINS (COnstraint-based INteractive Solving) system: a conflict-based constraint solver. It helps understanding inconsistencies, simulates constraint addit…