Dubnov Yury Andreevich

Publications in Math-Net.Ru

1. Entropy estimation of regression models and their application to forecasting the area of thermokarst lakes in the Kola and North Yakut tundra
   
   Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2025, no. 4,  61–74
2. Entropy-randomized estimation of nonlinear dynamical model parameters on observation of dependent process
   
   Chelyab. Fiz.-Mat. Zh., 9:1 (2024),  144–159
3. Экспериментальный анализ алгоритма оценивания гёльдеровой экспоненты на базе концепции $\epsilon$-сложности непрерывных функций
   
   Avtomat. i Telemekh., 2023, no. 4,  19–34
4. Randomized machine learning algorithms to forecast the evolution of thermokarst lakes area in permafrost zones
   
   Avtomat. i Telemekh., 2023, no. 1,  98–120
5. Approximate estimation using the accelerated maximum entropy method. Part 2. Study of the properties of estimates
   
   Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2023, no. 1,  71–81
6. Approximate estimation using the accelerated maximum entropy method. Part 1. Problem statement and implementation for the regression problem
   
   Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2022, no. 4,  69–80
7. Forecasting of COVID-19 dynamics in EU using randomized machine learning applied to dynamic models
   
   Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2022, no. 3,  67–78
8. Randomized machine learning and forecasting of nonlinear dynamic models applied to SIR epidemiological model
   
   Informatics and Automation, 21:4 (2022),  659–677
9. Entropy-randomized method for the reconstruction of missing data
   
   Avtomat. i Telemekh., 2021, no. 4,  140–160
10. Entropy-randomized projection
    
    Avtomat. i Telemekh., 2021, no. 3,  149–168
11. Entropine-randomized forecasting of the evolution of the area of thermokarst lakes
    
    Chelyab. Fiz.-Mat. Zh., 6:3 (2021),  384–396
12. Forecasting development of COVID-19 epidemic in European Union using entropy-randomized approach
    
    Informatics and Automation, 20:5 (2021),  1010–1033
13. Elements of randomized forecasting and its application to daily electrical load prediction in a regional power system
    
    Avtomat. i Telemekh., 2020, no. 7,  148–172
14. Deterministic and randomized methods of entropy projection for dimensionality reduction problems
    
    Inform. Primen., 14:4 (2020),  47–54
15. Feature selection method based on a probabilistic approach and cross-entropy metric for image recognition problem
    
    Artificial Intelligence and Decision Making, 2020, no. 2,  78–85
16. On an approach to tuning the Metropolis–Hastings algorithm for the task of separating a mixture of Gaussian components
    
    Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2020, no. 1,  25–33
17. Cross-entropy reduction of data matrix with restriction on information capacity of projectors and their norms
    
    Mat. Model., 32:9 (2020),  35–52
18. Entropy-based evaluation in classification problems
    
    Avtomat. i Telemekh., 2019, no. 3,  138–151
19. Entropy dimension reduction method for randomized machine learning problems
    
    Avtomat. i Telemekh., 2018, no. 11,  106–122
20. On entropic criteria for feature selection in data analysis problems
    
    Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2018, no. 2,  60–69
21. Bayesian identification of a Gaussian mixture model
    
    Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2017, no. 1,  101–111
22. Entropy-robust randomized forecasting under small sets of retrospective data
    
    Avtomat. i Telemekh., 2016, no. 5,  109–127