Randomized Machine Learning Algorithms to Forecast the Evolution of Thermokarst Lakes Area in Permafrost Zones.

Alexey Y. Popkov Alexey Yu. Popkov

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. 56-70 2023 January 84 Autom. Remote. Control. 1 https://doi.org/10.1134/S0005117923010034 db/journals/aarc/aarc84.html#DubnovPPSMPP23

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. 337-347 2023 April 84 Autom. Remote. Control. 4 https://doi.org/10.1134/S0005117923040057 db/journals/aarc/aarc84.html#DubnovPD23

Yuri S. Popkov Yu. A. Dubnov Alexey Yu. Popkov Entropy-Randomized Projection. 490-505 2021 82 Autom. Remote. Control. 3 https://doi.org/10.1134/S0005117921030097 db/journals/aarc/aarc82.html#PopkovDP21

Alexey Yu. Popkov Randomized Machine Learning of Nonlinear Models with Application to Forecasting the Development of an Epidemic Process. 1049-1064 2021 82 Autom. Remote. Control. 6 https://doi.org/10.1134/S0005117921060060 db/journals/aarc/aarc82.html#Popkov21

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. 1286-1306 2020 81 Autom. Remote. Control. 7 https://doi.org/10.1134/S0005117920070103 db/journals/aarc/aarc81.html#PopkovPD20

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. 2277-2280 2020 81 Autom. Remote. Control. 12 https://doi.org/10.1134/S0005117920120103 db/journals/aarc/aarc81.html#GaraevASZKSGEPA20

Boris S. Darkhovsky Yuri S. Popkov Alexey Yu. Popkov A. S. Aliev A Method of Generating Random Vectors with a Given Probability Density Function. 1569-1581 2018 79 Autom. Remote. Control. 9 https://doi.org/10.1134/S0005117918090035 db/journals/aarc/aarc79.html#DarkhovskyPPA18

Yuri S. Popkov Yu. A. Dubnov Alexey Y. Popkov Entropy Dimension Reduction Method for Randomized Machine Learning Problems. 2038-2051 2018 79 Autom. Remote. Control. 11 https://doi.org/10.1134/S0005117918110085 db/journals/aarc/aarc79.html#PopkovDP18

Alexey Yu. Popkov Boris S. Darkhovsky Yuri S. Popkov Iterative MC-algorithm to solve the global optimization problems. 261-275 2017 78 Autom. Remote. Control. 2 https://doi.org/10.1134/S0005117917020060 db/journals/aarc/aarc78.html#PopkovDP17

Yuri S. Popkov Yu. A. Dubnov Alexey Yu. Popkov Randomized machine learning: Statement, solution, applications. 27-39 2016 IEEE Conf. on Intelligent Systems https://doi.org/10.1109/IS.2016.7737456 conf/is/2016 db/conf/is/is2016.html#PopkovDP16

Boris S. Darkhovskiy Yuri S. Popkov Alexey Yu. Popkov Monte Carlo method of batch iterations: Probabilistic characteristics. 776-785 2015 76 Autom. Remote. Control. 5 https://doi.org/10.1134/S0005117915050045 db/journals/aarc/aarc76.html#DarkhovskiyPP15

Yuri S. Popkov Alexey Yu. Popkov Yu. N. Lysak Estimating the characteristics of randomized dynamic data models (the Entropy-Robust Approach). 872-879 2014 75 Autom. Remote. Control. 5 https://doi.org/10.1134/S0005117914050063 db/journals/aarc/aarc75.html#PopkovPL14

Yuri S. Popkov Alexey Y. Popkov New Methods of Entropy-Robust Estimation for Randomized Models under Limited Data. 675-698 2014 16 Entropy 2 https://doi.org/10.3390/e16020675 db/journals/entropy/entropy16.html#PopkovP14

Yuri S. Popkov Alexey Yu. Popkov Yu. N. Lysak Estimation of characteristics of randomized static models of data (Entropy-robust approach). 1863-1877 2013 74 Autom. Remote. Control. 11 https://doi.org/10.1134/S0005117913110088 db/journals/aarc/aarc74.html#PopkovPL13

Alexey Y. Popkov Yuri S. Popkov Leo van Wissen Positive dynamic systems with entropy operator: Application to labour market modelling. 811-828 2005 164 Eur. J. Oper. Res. 3 https://doi.org/10.1016/j.ejor.2003.11.021 db/journals/eor/eor164.html#PopkovPW05

Fuad AleskerovFuad T. Aleskerov Gennady I. Algazin Daria G. Algazina A. S. Aliev A. S. Arkhipov Abdykappar A. Ashimov Yuriy V. Borovskiy Vladimir N. Burkov Yuliya V. Chirkova Boris S. DarkhovskyBoris S. Darkhovskiy Yu. A. Dubnov Julia P. Emelianova Anver K. Enaleev Denis N. Fedyanin K. G. Garaev P. Sh. Geidarov Vladimir M. Khametov Yu. N. Lysak A. V. Mel'nikov Mukhit Onalbekov Aleksey I. Peschansky V. Yu. Polishchuk Yu. M. Polishchuk Yuri S. Popkov S. V. Ratner Konstantin V. Semenikhin Elena A. Shelemekh Alexey S. Shvedov Ethan S. Sokol Vladimir I. Strogonov D. N. Tverskoi Leo van Wissen Oleg V. Zverev