Alexey Y. Popkov

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 4

Top Topics

Machine Learning

Learning Problems

Robust Estimation

Top Venues

Autom. Remote. Control.

Publications

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) (2023)
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) (2023)
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) (2020)
Yuri S. Popkov, Yu. A. Dubnov, Alexey Y. Popkov
Entropy Dimension Reduction Method for Randomized Machine Learning Problems. Autom. Remote. Control. 79 (11) (2018)
Yuri S. Popkov, Alexey Y. Popkov
New Methods of Entropy-Robust Estimation for Randomized Models under Limited Data. Entropy 16 (2) (2014)
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) (2005)