The bankruptcy prediction problem can be considered an ordinal classification problem. The classical theory of Rough Sets describesobjects by discrete attributes, and does not take into account the order-ing of the attributes values. This paper proposes a modification of theRough Set approach...

This paper focuses on the problem of monotone decision trees from the point of view of the multicriteria decision aid methodology (MCDA). By taking into account the preferences of the decision maker, an attempt is made to bring closer similar research within machine learning and MCDA. The paper...