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...

The decision tree algorithm for monotone classification presented in [4, 10] requires strictly monotone data sets. This paper addresses the problem of noise due to violation of the monotonicity constraints and proposes a modification of the algorithm to handle noisy data. It also presents...

Public debt developments in the CEE countries (by A. Miklaszewicz; pp. 1-4) Keywords public debt, sustainability, CEE Countries covered CEE Topics Macroeconomic Analysis, Forecasts and Policy China's quest for oil abroad between state and market (by W. Urban; pp. 5-11) Keywords oil supply and...

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