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Comparison of Machine Learning Methods for IoT and IIoT Traffic Prediction
P. 1–6.
Liliya А. Rodionova, Elena D. Kopnova, Kamalendinova S. et al., Population and Economics 2026 No. 10(2) P. 92–114
This article proposes an approach to forecasting fertility using Google Trends search query statistics. Unlike existing studies on fertility forecasting, this paper introduces a method for aggregating thematic search queries using machine learning techniques, reducing the dimensionality of search queries through principal component analysis, and incorporating a lag structure of search queries ranging from 1 ...
Added: April 7, 2026
С.А.Тираспольский, Ермолаев В. Т., Флаксман А. Г. et al., Труды Научной конференции по радиофизике, ННГУ, 2002 2002 С. 22–28
В данной работе рассматривается принцип передачи информации и теоретически исследуется пропускная способность MIMO системы в условиях случайного канала распространения радиоволн, обсуждаются различные алгоритмы распределения мощности передатчика по параллельным ортогональным пространственным подканалам. ...
Added: February 10, 2026
Sizykh N., Кудрявцева Н. С., Управление большими системами: сборник трудов 2025 № 118 С. 250–285
Numerous studies in the field of forecasting securities prices, particularly stock prices, are aimed at finding more accurate and effective models. However, attention to multivariate forecasting, which allows for more accurate forecasts, remains underappreciated, as its implementation requires a significant increase in computing resources. Therefore, the selection of more simplified yet effective models is relevant. ...
Added: February 3, 2026
Morychev G., Sizykh D., Sizykh N., IEEE Access 2025 Vol. 13 P. 213194–213210
One of the main tools for analyzing large volumes of financial data is the use of clustering methods and models, which allow the identification of various patterns. This study examines the problem of clustering time series that reflect the behavior of prices, yields, modes, trends, and a number of related stock indicators. The relevance and ...
Added: February 3, 2026
Ермаков С. Р., Zykov S. V., Научно-технический вестник Поволжья 2025 № 2 С. 118–122
В данной научной работе авторами предлагается метод масштабирования признаков для потоковой интеллектуальной образовательной системы. Описано функционирование метода и приведена схема. Проведено экспериментальное исследование метода, результаты которого отражены в виде графика. Полученные выводы подтверждают эффективность предложенного метода по сравнению с рассмотренными аналогами. ...
Added: March 14, 2025
Lvov A., Ивашенцева И. В., Bondareva P. et al., В кн.: Межвузовская научно-техническая конференция студентов, аспирантов и молодых специалистов имени Е.В. Арменского. Москва, 2024.: М.: ООО "Издательский дом Медиа паблишер", 2024. С. 293–295.
В настоящее время проводится множество исследований в области новых решений для беспроводных сетей связи 5 и 6 поколения. Одним из таких решений являются программируемые отражающие поверхности (ПОП). В данной работе рассматриваются разработка и исследование фазово сконфигурированного линейно поляризованного образца ПОП с оригинальным дизайном фазовращателя. ...
Added: November 7, 2024
Shurakov A., Lvov A., Prikhodko A. et al., , in: Terahertz and microwave radiation: generation, detection and applications: Abstract Book of the 5-th International Conference.: M.: Our Style, 2023. P. 91–92.
Added: September 16, 2024
Shchepeleva M., Тусипкалиев К., Столбов М. И., Экономическая наука современной России 2024 № 2(105) С. 101–124
This paper is devoted to modeling the probability of default of Russian banks in 2015–2020. There are relatively few studies on defaults of Russian banks after 2015, and our work intends to partly fill this gap. The purpose of this research is to determine the main variables which significantly impact the risk of default of ...
Added: September 5, 2024
Vakulenko E., Gorskiy D., Кондратьева В. П. et al., Вопросы экономики 2024 № 9 С. 138–157
This study examines how the reproductive intentions of Russians changed during the socio-economic shocks that arose during the Russian-Ukrainian conflict in 2022-2023. The study used data from a representative survey of 7,967 respondents conducted in May 2023. We used multiple-choice models to identify the factors that influenced changes in fertility decisions. Most individuals who had ...
Added: August 14, 2024
K.M. Burkin, A.V. Kirdeev, Nikolaev K. Y. et al., , in: Proceedings of 11th Moscow Conference on Computational Molecular Biology MCCMB'23.: IITP RAS, 2023.
Added: December 1, 2023
Bykova A., Filippov N., Yamshchikov I. P., Proceedings of the AAAI Conference on Artificial Intelligence 2023 P. 14136–14143
This paper presents a large anonymized dataset of homelessness alongside insights into the data-driven rehabilitation of homeless people. The dataset was gathered by a large non- profit organization working on rehabilitating the homeless for twenty years. This is the first dataset that we know of that contains rich information on thousands of homeless individuals seeking ...
Added: September 10, 2023
Andranik S. Akopov, Armen L. Beklaryan, Zhukova A., Cybernetics and Information Technologies 2023 Vol. 23 No. 2 P. 87–104
A novel approach to modeling stochastic processes of goods exchange between multiple agents is presented, considering the possibility of optimizing the environment’s characteristics and individual decision-making strategies. The proposed model makes it possible to form optimal states when choosing the moments of concluding barter and monetary transactions at the individual level of each agent maximizing ...
Added: June 8, 2023
Fedorova E., Ledyaeva S., Drogovoz P. et al., International Review of Financial Analysis 2022 Vol. 82 Article 102174
Applying machine learning techniques to predict bankruptcy in the sample of French, Italian, Russian and
Spanish firms, the study demonstrates that the inclusion of economic policy uncertainty (EPU) indicator into
bankruptcy prediction models notably increases their accuracy. This effect is more pronounced when we use
novel Twitter-based version of EPU index instead of original news-based index. We further ...
Added: January 26, 2023
Bhimani K. R., Gabino R. V., Prakosa J., IEEE Access 2019 Article 1
This paper describes the implementation of
two digital image processing methods for pattern
recognition, by color boundary method and the Haar
Cascade Classifier to detect objects in a video stream,
both methods implemented on Python 3 and OpenCV.
Patterns detection of images obtained from drones has
advantages over traditional video recording drones. The
drone has a streaming video system, based on the
Raspberry ...
Added: October 14, 2022
Tikhonov E., Schneps-Schneppe D., Namiot D., , in: Proceedings of the 26th Conference of Open Innovations Association FRUCT.: IEEE, 2020. P. 438–448.
The article is devoted to the analysis of the effectiveness of the DTN (Delay Tolerant Network) system in a communication network on a railway line. Trains act as moving objects that are sending and receiving messages to/from an external network. As well trains may transmit telemetry, collected during movement. The article presents data on effectiveness ...
Added: April 9, 2022
Tikhonov E., Schneps-Schneppe D., Namiot D., , in: 2020 International Conference on Innovation and Intelligence for Informatics, Computing and Technologies (3ICT).: United States of America: IEEE, 2020.
The paper presents the analysis of the Delay Tolerant Network (DTN) methods in an expanding communication network on a railway line. Trains act as moving objects that send and receive messages or collected telemetry data to or from an external network. They can exchange the data with each other, delegating delivery. The paper compares various ...
Added: April 9, 2022
Kutuzov D., Osovsky A., Stukach O. et al., , in: 2022 International Siberian Conference on Control and Communications (SIBCON).: IEEE, 2022. P. 1–5.
The concept of 5G/6G networks is widely used to
design networks of Internet of Things (IoT) and Industrial IoT
(IIoT) devices. The characteristics of IIoT traffic can differ
significantly from the characteristics of voice traffic, so models
are required to analyze IIoT traffic. In this paper, we examined
the features of IIoT traffic: the Gaussian model of WSN
networks, ON/OFF, which ...
Added: July 9, 2021
Sergeev A., Ukhanova A., Forchhammer S., , in: Proceedings of SPIE - The International Society for Optical EngineeringVol. 7870: IS&T/SPIE ELECTRONIC IMAGING.: United States of America: SPIE, 2011.
JPEG-LS, the well-known international standard for lossless and near-lossless image compression, was originally designed for non-scalable applications. In this paper we propose a scalable modification of JPEG-LS and compare it with the leading image and video coding standards JPEG2000 and H.264/SVC intra for low-complexity constraints of some wireless video applications including graphics. ...
Added: December 3, 2020
Ometov A., Жиданов К. А., Беззатеев С. В. et al., Научно-технические ведомости Санкт-Петербургского государственного политехнического университета. Информатика. Телекоммуникации. Управление 2019 Т. 12 № 3 С. 58–66
Повсеместные исследования в области беспроводной связи предлагают огромный спектр технологических инструментов для потенциального натурного моделирования и интеграции. Одно из перспективных направлений в данной области – применение прямых соединений между мобильными узлами в географической близости (D2D). В статье проанализированы коммуникационные сценарии, возникающие в сетях связи пятого поколения с использованием прямых D2D соединений между пользовательскими мобильными узлами. Предложен ...
Added: October 31, 2019
Stukach O., IEEE Electron Devices Society Newsletter 2017 Vol. 24 No. 1 P. 330–30
The 12th Siberian conference on Control and Communications SIBCON-2016 was held on May 12-14, 2016 in Moscow at Higher School of Economics. The conference was organized by the Tomsk and Krasnoyarsk ED Chapters in order to promote interdisciplinary discussion and interaction among scientists and engineers with an emphasis on the IEEE membership. About 180 participants ...
Added: January 10, 2019
Stukach O., ED-S Newsletter 2018 Vol. 25 No. 1 P. 34–35
Tomsk Chapter has regularly organized conferences on various fields not only in Siberia region. First Euro-Asian Conference on Future Energy together with International Siberian Conference on Control and Communications (SIBCON) was held in June in Astana, capital of Kazakhstan with EDS technical co-sponsorship. The financial support was provided by Saken Seifullin Kazakh Agrotechnical University. Since ...
Added: January 10, 2019
Stukach O., Lvov B. G., , in: 2016 International Siberian Conference on Control and Communications (SIBCON). Proceedings.: M.: HSE, 2016. Ch. 1 P. 1–1.
On behalf of the National Research University "Higher School of Economics" and Tomsk IEEE Chapter & Student Branch it is an honor and pleasure to cordially invite you to participate in the International Siberian Conference on Control and Communications SIBCON-2016, jointly organized by the Siberian IEEE community and National Instruments R&D. The meeting continues traditions ...
Added: January 10, 2019
Stukach O., IEEE Communications Magazine 2016 Vol. 54 No. 7 P. 3–4
XII International Siberian Conference on Control and Communications SIBCON-2016 ...
Added: January 8, 2019
Stukach O., IEEE Communications Magazine 2017 Vol. 55 No. 11 P. 3–4
Towards Development of IEEE ComSoc Activities in Kazakhstan ...
Added: January 8, 2019