Alexey Y. Popkov

According to our database, Alexey Y. Popkov authored at least 15 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Estimating the Hölder Exponents Based on the ε-Complexity of Continuous Functions: An Experimental Analysis of the Algorithm.

Yu. A. Dubnov, Alexey Y. Popkov, Boris S. Darkhovsky

Autom. Remote. Control., April, 2023

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

Yu. A. Dubnov, Alexey Y. Popkov, V. Yu. Polishchuk, Ethan S. Sokol, A. V. Mel'nikov, Yu. M. Polishchuk, Yuri S. Popkov

Autom. Remote. Control., January, 2023

2021

Entropy-Randomized Projection.

Yuri S. Popkov, Yu. A. Dubnov, Alexey Yu. Popkov

Autom. Remote. Control., 2021

Randomized Machine Learning of Nonlinear Models with Application to Forecasting the Development of an Epidemic Process.

Alexey Yu. Popkov

Autom. Remote. Control., 2021

2020

Elements of Randomized Forecasting and Its Application to Daily Electrical Load Prediction in a Regional Power System.

Yuri S. Popkov, Alexey Y. Popkov, Yu. A. Dubnov

Autom. Remote. Control., 2020

Erratum to: The following articles were tagged as Open Access articles incorrectly, all of these articles are regular articles.

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

Autom. Remote. Control., 2020

2018

Entropy Dimension Reduction Method for Randomized Machine Learning Problems.

Yuri S. Popkov, Yu. A. Dubnov, Alexey Y. Popkov

Autom. Remote. Control., 2018

A Method of Generating Random Vectors with a Given Probability Density Function.

Boris S. Darkhovsky, Yuri S. Popkov, Alexey Yu. Popkov, A. S. Aliev

Autom. Remote. Control., 2018

2017

Iterative MC-algorithm to solve the global optimization problems.

Alexey Yu. Popkov, Boris S. Darkhovsky, Yuri S. Popkov

Autom. Remote. Control., 2017

2016

Randomized machine learning: Statement, solution, applications.

Yuri S. Popkov, Yu. A. Dubnov, Alexey Yu. Popkov

Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016

2015

Monte Carlo method of batch iterations: Probabilistic characteristics.

Boris S. Darkhovskiy, Yuri S. Popkov, Alexey Yu. Popkov

Autom. Remote. Control., 2015

2014

New Methods of Entropy-Robust Estimation for Randomized Models under Limited Data.

Yuri S. Popkov, Alexey Y. Popkov

Entropy, 2014

Estimating the characteristics of randomized dynamic data models (the Entropy-Robust Approach).

Yuri S. Popkov, Alexey Yu. Popkov, Yu. N. Lysak

Autom. Remote. Control., 2014

2013

Estimation of characteristics of randomized static models of data (Entropy-robust approach).

Yuri S. Popkov, Alexey Yu. Popkov, Yu. N. Lysak

Autom. Remote. Control., 2013

2005

Positive dynamic systems with entropy operator: Application to labour market modelling.

Alexey Y. Popkov, Yuri S. Popkov, Leo van Wissen

Eur. J. Oper. Res., 2005