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Selecting an Effective Entropy Estimator for Short Sequences of Bits and Bytes with Maximum Entropy
Entropy. 2021. Vol. 23. No. 5. Article 561.
С.Н. Кочеров, Schole. Философское антиковедение и классическая традиция 2025 Т. 19 № 2 С. 1036–1049
The article analyzes the provisions on which Epicurus' doctrine of freedom is based. It is shown that the deviations of atoms, which many researchers consider to be the main argument in defense of freedom in Epicurus, do not prove freedom, but the objectivity of accidents and the probable nature of events. Without denying the influence ...
Added: August 13, 2025
Blank M., Discrete and Continuous Dynamical Systems 2025 Vol. 45 No. 11 P. 4186–4201
Appeals to randomness in various number-theoretic constructions appear regularly in modern scientific publications. Such famous names as V.I. Arnold, M. Katz, Ya.G. Sinai, and T. Tao are just a few examples. Unfortunately, all of these approaches rely on various, although often very non-trivial and elegant, heuristics. A new analytical approach is proposed to address the ...
Added: May 23, 2025
Popkov A., Dubnov Y. A., Popkov Y., Информационные технологии и вычислительные системы 2022 № 3 С. 67–78
The work is devoted to application of the theory of Randomized Machine Learning to forecasting of the COVID-19 pandemic based on SIR epidemiological model. We propose two modelling variants, the first is based on estimation of SIR model using real case data, the second is based on the idea of modelling transmission coefficient and its prediction. Comparative study ...
Added: February 5, 2024
А. Ю. Попков, Ю. А. Дубнов, Ю. С. Попков, Информатика и автоматизация (Труды СПИИРАН) 2022 Т. 4 № 21 С. 659–677
We propose an approach to estimation of the parameters of non-linear dynamic models using the concept of Randomized Machine Learning (RML), based on the transition from deterministic models to random ones (with random parameters), followed by estimation of the probability distributions of parameters and noises on real data. The main feature of this method is ...
Added: February 5, 2024
Popkov Y., Dubnov Y. A., Попков А. Ю., Информатика и автоматизация (Труды СПИИРАН) 2021 Т. 20 № 5 С. 1010–1033
© St. Petersburg Federal Research Center of the Russian Academy of Sciences.The paper is devoted to the forecasting of the COVID-19 epidemic by the novel method of randomized machine learning. This method is based on the idea of estimation of probability distributions of model parameters and noises on real data. Entropy-optimal distributions correspond to the ...
Added: October 28, 2022
Vereshchagin N., , in: Computer Science – Theory and Applications: 17th International Computer Science Symposium in Russia, CSR 2022, Virtual Event, June 29 – July 1, 2022, ProceedingsVol. 13296.: Springer, 2022. P. 338–349.
Added: September 3, 2022
Chen L., Davydov Y., Gribkova N. et al., Mathematical Methods of Statistics 2018 Vol. 27 P. 83–102
We introduce and explore an empirical index of increase that works in both deterministic and random environments, thus allowing to assess monotonicity of functions that are prone to random measurement errors. We prove consistency of the index and show how its rate of convergence is influenced by deterministic and random parts of the data. In ...
Added: February 28, 2020
Abramovich S., Nikitin Y. Y., Bernoulli News 2017 Vol. 24 No. 1 P. 7–13
The paper describes the rich history of remarkable problem lying at the confluence of number theory and probability. What is the probability of co-prima;lity of two randomly selected random numbers? In russian literature this problem and its solution is attributed to P.L.Chebyshev, but we show that before Chebyshev the solution was given by P. Dirichlet, ...
Added: November 8, 2017
Knyazeva H., Философские науки 2011 № 9 С. 99–115
The notion of emergent evolution is under consideration in the article. Distinguished
French scholars Edgar Morin, Isabel Stengers and 1ол1 de Rosnay have made a
considerable contribution to the investigation of the notion. This notion plays a key
role in the modern universal (global) evolutionism as well as in the theory of selforganization of complex systems. Meanings of ...
Added: January 26, 2014