Learning a qualitative model of a complex system via data analysis

The contingency table of X and Y, is used to construct rules under the form : X=a ==> Y belongs to B(a). According to the nature of the data (ordered or not ordered), the simplification of these rules is performed, via the clustering of certain modalities. Hierarchical and dynamic programming approaches are used.