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Применение методов Data Science для структурирования спроса и предложения на товары и услуги (Applying Data Science methods for structuring supply and demand of goods and services)
С. 336–346.
Zhukova L., Чугунов В. Р., Кирюшина А. А., Ковальчук И. М.
Abstract: The article describes an approach to solving the problem of structuring the supply and demand of goods and services. The proposed approach, based on the use of Data Science methods, will allow implementing modern tool for monitoring the development of industry in Moscow. Such tool helps to analyze a large number of structured, unstructured and poorly structured data from any open source. This allows to timely and accurately assess the appearance of positive and negative trends in the performance of industrial enterprises in Moscow.
In book
Vol. 2514. , CEUR Workshop Proceedings, 2019.
Porosenkov G., Цепелевич М. М., Кизяков Д. А. et al., Информатика и образование 2025 Т. 40 № 2 С. 57–65
Research on learner engagement in massive open online courses (MOOCs) has predominantly focused on those developed by educational and non-profit organizations. However, the significance of MOOCs offered by IT service providers (vendors), particularly in the field of cloud computing, has gained prominence in recent years. These vendor-led courses facilitate interaction between learners and vendors, underscoring the ...
Added: January 18, 2026
Serova E., Frolova M., , in: Critical Aspects in Advanced Human Resource Management.: IGI Global Scientific Publishing, 2025. Ch. 5 P. 103–130.
The importance and role of modern technologies and Artificial Intelligence (AI)
cannot be overestimated. AI and Data Science are developing rapidly and issues of
gender inequality in this area are becoming of paramount importance. This paper
is devoted to the analysis of gender inequality in AI and Data Science in Russia.
The study examines differences in the expected wages ...
Added: October 23, 2025
Бураков Н. А., Якобсон Л. И., Вопросы экономики 2025 № 9 С. 27–42
The paper justifies the need to address sustainable characteristics of both individual and collective participants in the processes economic development strategic planning (EDSP), while extant research mostly focuses on structural and organizational issues. Our study shows the relevance of applying the concept of strategic culture with regard to EDSP, although currently it is used by ...
Added: September 11, 2025
Терещенко Д. С., Левкин Н. В., Псковский регионологический журнал 2025 Т. 21 № 1 С. 22–40
The article is devoted to the study of the publication activity of universities in the regions of the Russian Federation. The study is based on data from the OpenAlex project, which provides open and free access to information on scientific publications. The analysis used the principal component method and k-means clustering. As a result, three ...
Added: April 3, 2025
Aleskerov F. T., Myachin A. L., Yakuba V. I., Доклады Российской академии наук. Математика, информатика, процессы управления (ранее - Доклады Академии Наук. Математика) 2024 Т. 520 № 1 С. 29–34
Предлагается новый метод быстрого поиска закономерностей в числовых данных большой раз-мерности, названный “туннельной кластеризацией”. Основными преимуществами нового методаявляются: относительно невысокая вычислительная сложность; эндогенное определение составаи количества кластеров; высокая степень интерпретируемости конечных результатов. Приведеноописание трех различных вариаций: с фиксированными гиперпараметрами, адаптивными, а так-же комбинированный подход. Рассмотрены три основных свойства туннельной кластеризации.Практическое применение приведено как на синтетических ...
Added: March 3, 2025
Zuev V. N., Канихин Т. Н., Вестник Южно-Уральского государственного университета. Серия: Экономика и менеджмент 2024 Т. 18 № 4 С. 7–14
This article analyzes the key features of the formation and clustering of EU energy policies in the renewable energy sector. Global problems, such as climate change, and local problems in EU countries, associated with their dependence on oil and gas imports, are contributing to the transition of EU countries to renewable energy sources. However, this ...
Added: February 9, 2025
Aleksandr Belov, Zakharov F., Litvinenko E. et al., , in: International IoT, Electronics and Mechatronics Conference, Volume 2. Proceedings of IEMTRONICS 2024. LNEE, volume 1228Vol. 1228.: Springer Publishing Company, 2025. P. 275–287.
Added: January 26, 2025
Stefan Nikolić, Ignatov D. I., Khvorykh G. et al., PeerJ Computer Science 2024 Vol. 10 Article e2454
Despite the identification of several dozen genetic loci associated with ischemic stroke (IS), the genetic bases of this disease remain largely unexplored. In this research we present the results of genome-wide association studies (GWAS) based on classical statistical testing and machine learning algorithms (logistic regression, gradient boosting on decision trees, and tabular deep learning model ...
Added: December 11, 2024
Akuneeva T., Platonova D., Высшее образование в России 2024 Т. 33 № 11 С. 56–72
Drawing on the analysis of staff restructuring in universities around the world, the article stresses the growing share of non-academic staff, in particular highly qualified middle and senior administrative staff. The purpose of the article is to analyze how a combination of different categories of administrative staff is represented in universities according to their functions. ...
Added: October 28, 2024
Bogdanova T., Ощепков М. Е., Социология науки и технологий 2024 Т. 15 № 3 С. 231–252
In the research field of corporate performance management (CPM) the new “second generation” of scientists is gradually forming, while the key role of the “first generation” of leading scholars is preserved. Considering the structural changes in socio-economic processes, the existing research due to obsolescence does not cover a significant period in the development of the ...
Added: October 1, 2024
Байдаков А. Н., Звягинцева О. С., Регион: Экономика и Социология 2024 № 2 (122) С. 47–80
В статье исследуются природно-социально-экономические объекты - АПК и сельские территории в составе единой системы. Практическая реализация системного подхода позволила представить указанные объекты как системообразующие компоненты аграрно-территориальных систем (АТС) с тремя ключевыми подсистемами: природной, социальной, экономической. Целью работы выступило многоуровневое стратифицированное позиционирование АТС регионов России. Гипотеза исследования состоит в установлении возможности определения общих паттернов развития для ...
Added: September 30, 2024
Veretenenko I. I., Trofimov Y. A., Krylov N. A. et al., Biochimica et Biophysica Acta - Biomembranes 2024 Vol. 1866 No. 7 Article 184376
Lateral heterogeneity, or mosaicity, is a fundamental property inherent to cell membranes that is crucial for their functioning. While microscopic inhomogeneities (e.g. rafts) are easily detected experimentally, lipid domains with nanoscale dimensions (nanoclusters of nanodomains, NDs) resist reliable characterization by instrumental methods. In such a case, important insight can be gained via computer modeling. Here, ...
Added: September 19, 2024
Dmitry I. Tekutev, Legal Issues in the Digital Age 2024 Vol. 5 No. 1 P. 4–18
Corporations are now increasingly embracing the advances of Data Science and behavioural economics. This will undoubtedly have far-reaching implications for many areas of legal regulation and practice. The author believes that private law aimed at regulating relations between business and consumers will be the first to deal with the transformation. This article outlines the main ...
Added: June 5, 2024
Lebedeva S., Теневая экономика 2022 Т. 6 № 4 С. 215–240
As in any sector of the economy, there are also shadow segments in tourism. Shadow activity in tourism not only poses a threat to the economic security of the countries in which it is carried out, but also contradicts the global vector of the world economy’s, culture’s and society’s development, including the field of implementing ...
Added: May 7, 2024
Ternikov A., Sheveleva D., Социологический журнал 2024 Т. 30 № 2 С. 82–101
Classical approaches to conflict categorization within the field of social sciences may not be applicable to the labor market context because they are beyond economic theories. To the best of our knowledge, currently, in either national or foreign literature there has been no conceptual systematization of conflicts that occurs during the hiring process. Such a ...
Added: April 3, 2024
Bobryshev A., Baydakov A., Olga S. Zvyagintseva et al., Russian Journal of Economics 2023 Vol. 9 No. 4 P. 386–406
The article studies rural areas using the systems approach, which is based on identifying their key subsystems—natural, social, and economic. The study aims to develop and implement a procedure for creating a multi-aspect assessment range of rural development levels relying on the combined use of multivariate statistical analysis and the computational and expert comparison of ...
Added: March 19, 2024