ENTROPY DIMENSION REDUCTION METHOD FOR RANDOMIZED MACHINE LEARNING PROBLEMS СтатьяPopkov Y.S., Dubnov Y.A., Popkov A.Y.Automation and Remote Control. Том 79. 2018. С. 2038-2051
RANDOMIZED MACHINE LEARNING: STATEMENT, SOLUTION, APPLICATIONS СтатьяPopkov Y.S., Dubnov Y.A., Popkov A.Y.2016 IEEE 8th International Conference on Intelligent Systems, IS 2016 - Proceedings. 2016. С. 27-39
NEW METHOD OF RANDOMIZED FORECASTING USING ENTROPY-ROBUST ESTIMATION: APPLICATION TO THE WORLD POPULATION PREDICTION СтатьяPopkov Y.S., Dubnov Y.A., Popkov A.Y.Mathematics. 2016. С. 1-16
GFS ALGORITHM BASED ON BATCH MONTE CARLO TRIALS FOR SOLVING GLOBAL OPTIMIZATION PROBLEMS СтатьяDarkhovskiy B.S., Popkov Y.S., Popkov A.Y.AIP Conference Proceedings. Vol. 1776. 2016. С. 1-4
ESTIMATING THE CHARACTERISTICS OF RANDOMIZED DYNAMIC DATA MODELS (THE ENTROPY-ROBUST APPROACH) СтатьяPopkov Y.S., Popkov A.Y., Lysak Y.N.Automation and Remote Control. Том Vol 75 No 5. 2014. С. 872-879
NEW METHODS OF ENTROPY-ROBUST ESTIMATION FOR RANDOMIZED MODELS UNDER LIMITED DATA СтатьяPopkov Y.S., Popkov A.Y.Entropy. 2014. С. 675-698