Research Interests

• Extensions of dynamic programming for optimization of decision rules
• Greedy algorithms for decision and association rule construction
• Design of classifiers based on decision rules and reducts

Selected Publications

• T. Amin, I. Chikalov, M. Moshkov, B. Zielosko, Dynamic programming approach for exact decision rule optimization, In: A. Skowron, Z. Suraj (eds.) Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, Volume 1, Intelligent Systems Reference Library, Vol. 42, Springer (2012)
• I. Chikalov, V. Lozin, I. Lozina, M. Moshkov, H.S. Nguyen, A. Skowron, B. Zielosko, Three Approaches to Data Analysis: Test Theory, Rough Sets and Logical Analysis of Data, Intelligent Systems Reference Library, Vol. 41, Springer, 2012
• M. Moshkov, B. Zielosko, Combinatorial Machine Learning: A Rough Set Approach. Studies in Computational Intelligence, Vol. 360, Springer, 2011
• M. Moshkov, M. Piliszczuk, B. Zielosko, Partial Covers, Reducts and Decision Rules in Rough Sets: Theory and Applications, Studies in Computational Intelligence, Vol. 145, Springer, 2008

Education

• Ph.D., University of Silesia, Sosnowiec, Poland, 2008
• M.S., University of Silesia, Sosnowiec, Poland, 2002
• B.S., University of Silesia, Sosnowiec, Poland, 2000