Randomized machine learning: Statement, solution, applications. - Yuri S. Popkov; Yu. A. Dubnov; Alexey Yu. Popkov (IEEE Conf. on Intelligent Systems, 2016)

Entropy-robust randomized forecasting under small sets of retrospective data. - Yuri S. Popkov; Yu. A. Dubnov (Autom. Remote. Control., 2016)

Entropy "2"-Soft Classification of Objects. - Yuri S. Popkov; Zeev Volkovich; Yu. A. Dubnov; Renata Avros; Elena V. Ravve (Entropy, 2017)

Entropy Dimension Reduction Method for Randomized Machine Learning Problems. - Yuri S. Popkov; Yu. A. Dubnov; Alexey Y. Popkov (Autom. Remote. Control., 2018)

Entropy-Based Estimation in Classification Problems. - Yu. A. Dubnov (Autom. Remote. Control., 2019)

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; et al. (Autom. Remote. Control., 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)

Entropy-Randomized Method for the Reconstruction of Missing Data. - Yu. A. Dubnov; V. Yu. Polishchuk; Yuri S. Popkov; Yu. M. Polishchuk; A. V. Mel'nikov; Ethan S. Sokol (Autom. Remote. Control., 2021)

Entropy-Randomized Projection. - Yuri S. Popkov; Yu. A. Dubnov; Alexey Yu. Popkov (Autom. Remote. Control., 2021)

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., 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., 2023)