Статьи в журналах/сборниках из перечня Web of Science/Scopus |
| 1 | Попков Ю.С., Дубнов Ю.А., Попков А.Ю. Introduction to the theory of randomized machine learning // Studies in Computational Intelligence. 2018. Vol. 756. С. 199-220. | 2018 |
| 2 | Попков Ю.С., Попков А.Ю., Дубнов Ю.А. Entropy Dimension Reduction Method for Randomized Machine Learning Problems // Automation and Remote Control. 2018. Vol. 79, No.1. С. 2038-2051. | 2018 |
| 3 | Попков Ю.С., Дубнов Ю.А., Volkovich Z., Ravve E., Avros R. Entropy "2"-Soft Classification of Objects // Entropy. 2017. Т. 19, № 4. С. 178-184. | 2017 |
| 4 | Попков Ю.С., Дубнов Ю.А. Entropy-robust randomized forecasting under small sets of retrospective data // AUTOMATION AND REMOTE CONTROL. 2016. Vol. 77, No. 5. С. 839-854. | 2016 |
| 5 | Попков Ю.С., Дубнов Ю.А., Попков А.Ю. New Method of Randomized Forecasting Using Entropy-Robust Estimation: Application to the World Population Prediction // Mathematics. 2016. No. 4. С. 1-16. | 2016 |
Пленарные доклады и доклады из перечня Web of Science/Scopus |
| 6 | Попков Ю.С., Дубнов Ю.А., Попков А.Ю. Randomized machine learning: Statement, solution, applications / Proceedings of IEEE 8th International Conference on Intelligent Systems (IS-2016). Boston, USA: IEEE, 2016. С. 27-39. | 2016 |
