BOOKS

• 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, Series Intelligent Systems Reference Library, Vol. 41, Springer, 2012 
• I.Chikalov, Average Time Complexity of Decision Trees, Series Intelligent Systems Reference Library, Vol. 21, Springer, 2011
• M.Moshkov, B.Zielosko, Combinatorial Machine Learning: A Rough Set Approach, Series Studies in Computational Intelligence, Vol. 360, Springer, 2011
• P.Delimata, M.Moshkov, A.Skowron, Z.Suraj, Inhibitory Rules in Data Analysis: A Rough Set Approach, Series Studies in Computational Intelligence, Vol. 163, Springer, 2009
• M.Moshkov, M.Piliszczuk, B.Zielosko, Partial Covers, Reducts and Decision Rules in Rough Sets: Theory and Applications, Series Studies in Computational Intelligence, Vol. 145, Springer, 2008
• M.Moshkov, Time Complexity of Decision Trees (research monograph), Transactions on Rough Sets III, Lecture Notes in Computer Science 3400, Springer, 244-459 (2005)

BOOK CHAPTERS​

• M.Moshkov, Greedy algorithms. Wiley Encyclopedia of Electrical and Electronics Engineering (2015) http://onlinelibrary.wiley.com/doi/10.1002/047134608X.W8262/pdf​
• I.Chikalov, S.Hussain, M.Moshkov, Relationships between average depth and number of nodes for decision trees, in Knowledge Engineering and Management, F. Sun et al, Eds., Advances in Intelligent Systems and Computing 214, Springer, 519-529 (2014)
• B.Zielosko, I.Chikalov, M.Moshkov, T.Amin, Optimization of decision rules based on dynamic programming approach. Innovations in Intelligent Machines-4 - Recent Advances in Knowledge Engineering, C. Faucher and L. Jain, Eds., Studies in Computational Intelligence 514, Springer, 369-392 (2014)
• S.Hussain, Relationships among various parameters for decision tree optimization, in Innovations in Intelligent Machines-4 - Recent Advances in Knowledge Engineering, C. Faucher and L. Jain, Eds., Studies in Computational Intelligence 514, Springer, 393-412 (2014)
• I.Chikalov, S.Hussain, M.Moshkov, Relationships between inaccuracy and number of terminal nodes in decision trees. Systemy Wspomagania Decyzji. Monografia jubileuszowa dla uczczenia 45 lat pracy naukowej Pani Profesor Alicji Wakulicz-Deji. Redaktorzy, Z.Wróbel and B.Marszał-Paszek and P.Paszek. Uniwersytet Slaski, Sosnowiec 2013: 105-112
• A.Alkhalid, I.Chikalov, S.Hussain, M.Moshkov, Extensions of dynamic programming as a new tool for decision tree optimization. In: Ramanna, S., Howlett, R.J., Jain, L.C. (eds.) Emerging Paradigms in Machine Learning and Applications, Smart Innovation, Systems and Technologies, Vol. 13, Springer, 17-36 (2012)
• I.Chikalov, S.Hussain, M.Moshkov, Relationships for cost and uncertainty of decision trees, In: A.Skowron, Z.Suraj (eds.) Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, Volume 2, Intelligent Systems Reference Library, Vol. 43, Springer, 203-222 (2012)
• A.Alkhalid, I.Chikalov, M.Moshkov, Comparison of greedy algorithms for decision tree optimization, In: A.Skowron, Z.Suraj (eds.) Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, Volume 2, Intelligent Systems Reference Library, Vol. 43, Springer, 21-40 (2012)
• 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, 211-228 (2012)
• A.Alkhalid. T.Amin, I.Chikalov, S.Hussain, M.Moshkov, B.Zielosko, Dagger: A tool for analysis and optimization of decision trees and rules, In: Computational Informatics, Social Factors and New Information Technologies: Hypermedia Perspectives and Avant-Garde Experiences in the Era of Communicability Expansion, Blue Herons Editions, Bergamo, Italy, 29-39 (2011)
• M.Moshkov, M.Piliszczuk, B.Zielosko, On construction of partial association rules with weight, Man-Machine Interactions. Advances in Soft Computing 59, Springer, 229-237 (2009) ​​​​​​​​