In this paper, we propose a new version of FP-Growth algorithm to find association rules.

In this version, we vary the minsup value from one level to another. This variation is made in two

cases: increasing and decreasing the minsup value. We performed a set of experiments to validate the

usefulness of our proposition in the generation of association rules process.