Recent Developments in Stochastic Methods and Applications, 1st ed. 2021
ICSM-5, Moscow, Russia, November 23-27, 2020, Selected Contributions
Springer Proceedings in Mathematics & Statistics Series, Vol. 371

On threshold selection problem for extremal index estimation, Igor Rodionov

Mean-Square Approximation of Iterated Stochastic Integrals from Strong Exponential Milstein and Wagner–Platen Methods for NonCommutative Semilinear SPDEs Based on Multiple Fourier–Legendre Series, Dmitriy F. Kuznetsov and Mikhail D. Kuznetsov

A sequential test for the drift of a Brownian motion with a possibility to change a decision, Mikhail Zhitlukhin

On the Information Content of some Stochastic Algorithms, M. L. Esqu´ıvel, N. Machado, N. P. Krasii, P. P. Mota

On modification of the law of large numbers and linear regression of fuzzy random variables, Vladimir Khatskevich

Stochastic approach to the vanishing viscosity method, Belopolskaya Yana

Generalization Bound for Imbalanced Classification, Evgeny Burnaev

Resonance in Large Finite Particle System, Alexandr Lykov, Vadim Malyshev, Margarita Melikian, and Andrey 

Cycles in Spaces of Finitely Additive Measures of General Markov Chains, Alexander I. Zhdanok

Branching Walks with a Finite Set of Branching Sources and Pseudo-Sources, Elena Yarovaya, Daria Balashova, Ivan KhristolyubovIV

Efficient Improved Estimation Method for non-Gaussian Regression from Discrete Data, Evgeny Pchelintsev, Serguei Pergamenshchikov

Two–sided bounds for PDF’s maximum of a sum of weighted chi-square variables, Sergey Bobkov, Alexey Naumov, Vladimir Ulyanov

On the chromatic number of a random 3-uniform hypergraph, Yury A. Demidovich and Dmitry A. Shabanov

On asymptotic power of the new test for equality of two distributions, Viatcheslav Melas and Dmitrii Salnikov

Random Dimension Low Sample Size Asymptotics, Gerd Christoph and Vladimir V. Ulyanov

Limit of the smallest eigenvalue of a sample covariance matrix for spherical and related distributions, Pavel Yaskov

On positive recurrence of one-dimensional diffusions with independent switching In memory of Svetlana Anulova (19.10.1952 – 21.11.2020), Alexander Veretennikov

PART II: Applications of Stochastic Methods

On Two-Type Branching Random Walks and Their Applications for Genetic Modelling, Yulia Makarova, Vladimir Kutsenko, Elena Yarovaya

Reconstruction of multivariable functions under uncertainty by means of the scheme of metric analysis, A.V. Kryanev, V.V. Ivanov, L.A. Sevastyanov, and D.K. Udumyan

Diffusion Approximation for Retrial Queue with Two-Way Communication and Renewal Input, Anatoly Nazarov, Tuan Phung-Duc, Svetlana Paul, and Olga Lizyura

Application of deep learning methods for the identification of partially observable subgraphs under the conditions of a priori uncertainty and stochastic disturbances (using the example of the problem of recognizing constellations), V.A. Galkin and A.V. Makarenko, Residual life time of the Gnedenko extreme - value distributions, asymptotic behavior and applications, Vladimir Rusev, Alexander Skorikov

The application of a neural network and elements of regression analysis, in the development of a methodology for effective foreign exchange trading, Elena Alymova, Oleg Kudryavtsev

Statistical analysis of generalized Jackson network with unreliable servers via strong approximation, Elena Bashtova and Elena Lenena

Applications of vacation queues with close-down time to Maintenance of Residential Buildings, Korol E.A., Afanasyev G.A.

Output Process of Retrial Queue with Two-Way Communication under Low Rate of Retrials Limit Condition, Ivan L. Lapatin and Anatoly A. Nazarov

Stochastic lists of multiple resources, Konstantin Samouylov, Valeriy Naumov

Konstantin Samouylov received his PhD in Probability Theory from the Moscow State University, in 1985, and a Full Doctor of Sciences degree in Telecommunications from the Moscow Technical University of Communications and Informatics in 2005. In 1985–1996, he held several positions at the Faculty of Science of the Peoples' Friendship University of Russia (RUDN University), where he became a head of Telecommunications System Department in 1996. Since 2014, he has been the head of the Applied Probability and Informatics Department, and since 2017, he has also held the position of Director of Applied Mathematics and Communications Technology Institute (IAM&CT) at RUDN University. He was visiting professor/professor-research at Lappeenranta University of Technology and Helsinki University of Technology (Aalto), Finland; Moscow Technical University of Telecommunications and Informatics, Russia; Moscow International Higher Business School (Mirbis), Russia; and University of Pisa, Italy. He was a member of the ITU-T SG11 and IFIP TC6 WG 6.7. He has worked in a number of R&D projects within different frameworks, e.g., COST IRACON, projects of Russian Foundation for Basic R