| Vol-2922 urn:nbn:de:0074-2922-2 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# ITIDMS-II-2021
Information Technologies and Intelligent Decision Making Systems II, 2021

### Proceedings of the II International Scientific and Practical Conference "Information Technologies and Intelligent Decision Making Systems" (ITIDMS-II-2021)

### Russian Federation, Moscow, July 1, 2021.

Edited by

### Arthur A. Gibadullin

State University of Management, Moscow, Russian Federation

## Table of Contents

- Preface II International Scientific and Practical Conference "Information Technologies and Intelligent Decision Making Systems" (ITIDMS-II-2021)
  Gibadullin Arthur
  Summary: There were 43 papers submitted for peer-review to this workshop. Out of these, 20 papers were accepted for this volume, 9 as regular papers, and 11 as a short paper . The conference was recorded and available at the link.

- Using neural network technologies to reduce information asymmetry 1 - 6
  Alexandr Kindaev, Alexandr Moiseev, Ekaterina Kolobova
- Modeling the processes of predicting the characterictics of faults in information systems 7 - 16
  Igor Lvovich, Yakov Lvovich, Andrey Preobrazhenskiy, Yuriy Preobrazhenskiy, Oleg Choporov
- Method of forming an integrated automated control system for intelligent objects 17 - 26
  Ravil Safiullin, Alexander Epishkin, Ruslan Safiullin, Tian Haotian
- Machine learning assessment 27 - 31
  Vladimir Konyukhov, Daria Musatova, Anna Zueva, Alexey Sorokin, Serik Toygambayev
- Research on the development of recurring neural networks 32 - 43
  Mikhail Mikheev, Julia Gusynina, Tatyana Shornikova
- Modeling a queue scheduling algorithm in network switches using bitrate measurement 44 - 51
  Nikolay Konnov, Maxim Mitrokhin, Dmitry Patunin
- Modeling the satellite communication channel based on stochastic differential equations 52 - 59
  Evgenii Glushankov, Anna Lyalina, Evgenii Rylov
- Mathematical modeling of regulatory mechanisms of neuronal functioning and stem cell neurogenesis 60 - 72
  Mahruy Saidalieva, Mohiniso Hidirova, Shukhrat Isroilov, Ulugbek Alimov
- Lexicon-based methods and BERT model for sentiment analysis of Russian text corpora 73 - 81
  Anastasiya Kotelnikova, Danil Paschenko, Elena Razova
- Virtual assistant for remote submission of applications for enrollment in educational organizations 82 - 89
  Michael Sinev, Daria Neshko, Andrey Semenov, Nadezhda Karamysheva, Dmitry Trokoz
- Mathematical model of parametric virtualization of technocenosis data 90 - 99
  Viktor I. Gnatyuk, Oleg R. Kivchun, Sergey A. Dorofeev, Elena V. Bovtrikova
- Comparative analysis of machine learning methods for news categorization in Russian 100 - 108
  Sergey Vychegzhanin, Vladimir Milov, Evgeny Kotelnikov
- Algorithms for switching technical systems modeling 109 - 118
  Olga N. Masina, Alexey A. Petrov, Olga V. Druzhinina, Sergey V. Chernomordov, Daniil Y. Openkin
- Application of information technology to combat cyber fraud 119 - 124
  Anna S. Zueva, Daria A. Musatova, Valentina V. Britvina, Alexey Yu. Sorokin, Gulmira E. Nurgazina
- Optimizing promotional campaigns and evaluating their efficiency using simulation modeling 125 - 134
  Yuriy Leonov, Nadezhda Malyavko, Anna Sazonova, Lyudmila Filippova
- Information technologies in processing psychological experiments 135 - 142
  Lyudmila Bochkareva, Oleg Vinogradov, Natalia Vinogradova, Rumiya Bareeva, Maryam Sayfetdinova
- Situations representation and retrieve in the case-based reasoning system for managing a complex technological object 143 - 154
  Igor Glukhikh, Dmitry Glukhikh
- Formation of a database on agricultural machinery for modeling the production cost 155 - 163
  Kirill Zhichkin, Vladimir Nosov, Lyudmila Zhichkina, Israil Abdulragimov, Lydia Kozlovskikh
- Ensuring the security of cyber-physical systems in the energy sector in the context of the expansion of digital management services 164 - 173
  Alexander Bugaev, Evgeny Grabchak, Vladimir Grigoriev, Evgeny Loginov
- Data mining methods for Market Segmentation 174 - 180
  Ildus Rizaev, Elza Takhavova, Zemfira Zakharova

2021-07-07: submitted by Arthur Gibadullin, metadata incl. bibliographic data published under Creative Commons CC0
2021-07-29: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|