Yu. A. Dubnov

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 11

Top Topics

Machine Learning

Entropy Minimization

Top Venues

Autom. Remote. Control.

IEEE Conf. on Intelligent Systems

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)
Yu. A. Dubnov, V. Yu. Polishchuk, Yuri S. Popkov, Yu. M. Polishchuk, A. V. Mel'nikov, Ethan S. Sokol
Entropy-Randomized Method for the Reconstruction of Missing Data. Autom. Remote. Control. 82 (4) (2021)
Yuri S. Popkov, Yu. A. Dubnov, Alexey Yu. Popkov
Entropy-Randomized Projection. Autom. Remote. Control. 82 (3) (2021)
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) (2020)
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)
Yu. A. Dubnov
Entropy-Based Estimation in Classification Problems. Autom. Remote. Control. 80 (3) (2019)
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, Zeev Volkovich, Yu. A. Dubnov, Renata Avros, Elena V. Ravve
Entropy "2"-Soft Classification of Objects. Entropy 19 (4) (2017)
Yuri S. Popkov, Yu. A. Dubnov, Alexey Yu. Popkov
Randomized machine learning: Statement, solution, applications. IEEE Conf. on Intelligent Systems (2016)
Yuri S. Popkov, Yu. A. Dubnov
Entropy-robust randomized forecasting under small sets of retrospective data. Autom. Remote. Control. 77 (5) (2016)