Publications

Journal Articles

  • H.AbouEisha, I.Chikalov, M.Moshkov: Decision trees with minimum average depth for sorting eight elements. Discrete Applied Mathematics 204: 203-207 (2016)
  • M.Busbait, M.Moshkov: Diagnosis of three types of constant faults in read-once contact networks over finite bases. Theor. Comput. Sci. 630: 26-42 (2016)
  • M.Busbait, I.Chikalov, S.Hussain, M.Moshkov: Diagnosis of constant faults in read-once contact networks over finite bases. Discrete Applied Mathematics 184: 76-88 (2015)
  • A.Paszynska, M.Paszynski, K.Jopek, M.Wozniak, D.Goik, P.Gurgul, H.AbouEisha, M.Moshkov, V.M.Calo, A.Lenharth, D.Nguyen, K.Pingali: Quasi-optimal elimination trees for 2D grids with singularities. Scientific Programming 2015: 303024:1-303024:18 (2015)
  • M.Azad, I.Chikalov, M.Moshkov, B.Zielosko: Three approaches to deal with tests for inconsistent decision tables – comparative study. Trans. Rough Sets 19: 38-50 (2015)
  • H.AbouEisha, I.Chikalov, M.Moshkov, B.Jankovic: A simple decision rule for recognition of Poly(A)-tail signal motifs in human genome. Journal of Advances in Information Technology 6(2): 71-74 (2015)
  • S.Alrawaf, I.Chikalov, S.Hussain, M.Moshkov: Diagnosis of constant faults in iteration-free circuits over monotone basis. Discrete Applied Mathematics 166: 287-291 (2014)
  • T.Amin, I.Chikalov, M.Moshkov, B.Zielosko: Relationships between length and coverage of decision rules. Fundam. Inform. 129(1-2): 1-13 (2014)
  • I.Chikalov, S.Hussain, M.Moshkov: Relationships between average depth and number of misclassifications for decision trees. Fundam. Inform. 129(1-2): 15-26 (2014)
  • T.Amin, I.Chikalov, M.Moshkov, B.Zielosko: Classifiers based on optimal decision rules. Fundam. Inform. 127(1-4): 151-160 (2013)
  • M.Azad, I.Chikalov, M.Moshkov, B.Zielosko: A greedy algorithm for construction of decision trees for tables with many-valued decisions - a comparative study. Fundam. Inform. 128(1-2): 1-15 (2013)
  • T.Amin, I.Chikalov, M.Moshkov, B.Zielosko: Dynamic programming approach to optimization of approximate decision rules. Inf. Sci. 221: 403-418 (2013)
  • A.Alkhalid, T.Amin, I.Chikalov, S.Hussain, M.Moshkov, B.Zielosko: Optimization and analysis of decision trees and rules: dynamic programming approach. Int. J. General Systems 42(6): 614-634 (2013)
  • M.Azad, I.Chikalov, M.Moshkov, B.Zielosko: Greedy algorithms for construction of approximate tests for decision tables with many-valued decisions. Fundam. Inform. 120(3-4): 231-242 (2012)
  • T.Amin, I.Chikalov, M.Moshkov, B.Zielosko: Dynamic programming approach for partial decision rule optimization. Fundam. Inform. 119(3-4): 233-248 (2012)
  • F.Alsolami, I.Chikalov, M.Moshkov, B.Zielosko: Optimization of inhibitory decision rules relative to length. Studia Informatica 33: 395-406 (2012)
  • I.Chikalov, P.Yao, M.Moshkov, J.C.Latombe: Learning probabilistic models of hydrogen bond stability from molecular dynamics simulation trajectories. JILSA 3(3): 155-170 (2011)
  • B.Zielosko, M.Moshkov: Approximate algorithm for β-decision rule optimization. Studia Informatica 32: 329-336 (2011)
  • B.Zielosko, M.Moshkov, I.Chikalov: Optimization of decision rules based on methods of dynamic programming. Vestnik of Lobachevsky State University of Nizhni Novgorod 6: 195-200 (2010) (in Russian)
  • M.Moshkov: Greedy algorithm with weights for decision tree construction. Fundam. Inform. 104(3): 285-292 (2010)
  • P.Delimata, B.Marszal-Paszek, M.Moshkov, P.Paszek, A.Skowron, Z.Suraj: Comparison of some classification algorithms based on deterministic and nondeterministic decision rules. Trans. Rough Sets 12: 92-105 (2010)
  • M.Moshkov, A.Skowron, Z.Suraj: Irreducible descriptive sets of attributes for information systems. Trans. Rough Sets 11: 92-105 (2010)
  • M.Moshkov, M.Piliszczuk, B.Zielosko: Greedy algorithms with weights for construction of partial association rules. Fundam. Inform. 94(1): 101-120 (2009)
  • M.Moshkov, A.Skowron, Z.Suraj: On minimal inhibitory rules for almost all k-valued information systems. Fundam. Inform. 93(1-3): 261-272 (2009)
  • M.Moshkov, M.Piliszczuk, B.Zielosko: Greedy algorithm for construction of partial association rules. Fundam. Inform. 92(3): 259-277 (2009)