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ORCIDAlexey Y. Popkov
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2020 – today
- 2023
[j14]Yu. A. Dubnov, Alexey Y. Popkov, V. Yu. Polishchuk, Ethan S. Sokol, A. V. Mel'nikov, Yu. M. Polishchuk, Yuri S. Popkov:
Randomized Machine Learning Algorithms to Forecast the Evolution of Thermokarst Lakes Area in Permafrost Zones. Autom. Remote. Control. 84(1): 56-70 (2023)- [j13]Yu. A. Dubnov, Alexey Y. Popkov, Boris S. Darkhovsky:
Estimating the Hölder Exponents Based on the ε-Complexity of Continuous Functions: An Experimental Analysis of the Algorithm. Autom. Remote. Control. 84(4): 337-347 (2023) - 2021
- [j12]Yuri S. Popkov, Yu. A. Dubnov, Alexey Yu. Popkov:
Entropy-Randomized Projection. Autom. Remote. Control. 82(3): 490-505 (2021) - [j11]Alexey Yu. Popkov:
Randomized Machine Learning of Nonlinear Models with Application to Forecasting the Development of an Epidemic Process. Autom. Remote. Control. 82(6): 1049-1064 (2021) - 2020
- [j10]Yuri S. Popkov, Alexey Y. Popkov, Yu. A. Dubnov:
Elements of Randomized Forecasting and Its Application to Daily Electrical Load Prediction in a Regional Power System. Autom. Remote. Control. 81(7): 1286-1306 (2020) - [j9]K. G. Garaev, A. S. Arkhipov, Konstantin V. Semenikhin, Oleg V. Zverev, Vladimir M. Khametov, Elena A. Shelemekh, P. Sh. Geidarov, Julia P. Emelianova
, Aleksey I. Peschansky, Gennady I. Algazin, Daria G. Algazina, Abdykappar A. Ashimov, Yuriy V. Borovskiy, Mukhit Onalbekov, Alexey S. Shvedov, Yuri S. Popkov, Alexey Yu. Popkov, Yu. A. Dubnov, Fuad T. Aleskerov, D. N. Tverskoi, Vladimir N. Burkov, Anver K. Enaleev, Vladimir I. Strogonov, Denis N. Fedyanin, S. V. Ratner, Yuliya V. Chirkova:
Erratum to: The following articles were tagged as Open Access articles incorrectly, all of these articles are regular articles. Autom. Remote. Control. 81(12): 2277-2280 (2020)
2010 – 2019
- 2018
- [j8]Boris S. Darkhovsky, Yuri S. Popkov, Alexey Yu. Popkov, A. S. Aliev:
A Method of Generating Random Vectors with a Given Probability Density Function. Autom. Remote. Control. 79(9): 1569-1581 (2018) - [j7]Yuri S. Popkov, Yu. A. Dubnov, Alexey Y. Popkov:
Entropy Dimension Reduction Method for Randomized Machine Learning Problems. Autom. Remote. Control. 79(11): 2038-2051 (2018) - 2017
- [j6]Alexey Yu. Popkov, Boris S. Darkhovsky, Yuri S. Popkov:
Iterative MC-algorithm to solve the global optimization problems. Autom. Remote. Control. 78(2): 261-275 (2017) - 2016
- [c1]Yuri S. Popkov, Yu. A. Dubnov, Alexey Yu. Popkov:
Randomized machine learning: Statement, solution, applications. IEEE Conf. on Intelligent Systems 2016: 27-39 - 2015
- [j5]Boris S. Darkhovskiy, Yuri S. Popkov, Alexey Yu. Popkov:
Monte Carlo method of batch iterations: Probabilistic characteristics. Autom. Remote. Control. 76(5): 776-785 (2015) - 2014
- [j4]Yuri S. Popkov, Alexey Yu. Popkov, Yu. N. Lysak:
Estimating the characteristics of randomized dynamic data models (the Entropy-Robust Approach). Autom. Remote. Control. 75(5): 872-879 (2014) - [j3]Yuri S. Popkov, Alexey Y. Popkov:
New Methods of Entropy-Robust Estimation for Randomized Models under Limited Data. Entropy 16(2): 675-698 (2014) - 2013
- [j2]Yuri S. Popkov, Alexey Yu. Popkov, Yu. N. Lysak:
Estimation of characteristics of randomized static models of data (Entropy-robust approach). Autom. Remote. Control. 74(11): 1863-1877 (2013)
2000 – 2009
- 2005
- [j1]Alexey Y. Popkov, Yuri S. Popkov, Leo van Wissen:
Positive dynamic systems with entropy operator: Application to labour market modelling. Eur. J. Oper. Res. 164(3): 811-828 (2005)
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