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News
July 20, 2026
Scientists Create Open Dataset for Studying Concentration
A team of Russian researchers, including scientists from HSE University–St Petersburg, has developed the first open multimodal dataset containing recordings of brain activity, heart function, and video observations to help researchers understand what happens in the human brain during deep concentration. In the future, the dataset could accelerate the development of neural interfaces, rehabilitation technologies, and AI systems. The article has been published in Scientific Data.
July 20, 2026
‘Science Is Universal-It Knows No Borders
Fuad Aleskerov, Tenured Professor and Director of the International Centre of Decision Choice and Analysis at HSE University, together with his colleagues, has developed methods of network analysis in bibliometrics that have made it possible to identify patterns in the appearance and citation of publications in academic journals, as well as their influence on each other. When one or a number of studies are frequently cited by a wide range of journals, this is an indicator that the research is of high quality. By contrast, extensive cross-citation within a limited group of journals increases the likelihood of identifying a network of predatory publications.
July 20, 2026
Scientists Propose Method for More Efficient Resource Use in Machine Learning
An international group of researchers, including mathematicians from the AI and Digital Science Institute at the HSE Faculty of Computer Science, has provided a theoretical justification for a simple and computationally efficient method of estimating uncertainty in Stochastic Gradient Descent (SGD). The paper has been published on the scientific preprint server arXiv.org and presented at AISTATS 2026.

 

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Семейный бизнес как объект междисциплинарного исследования: обзор методологических подходов

Вестник Пермского университета. Серия: Экономика. 2018. Т. 13. № 1. С. 90–105.
Gergert D. V., Ponomareva T. V.

Family businesses are known to be the oldest form of business that permeate the world. A lot of studies
devoted to the analysis of family business features in different branches of economy have been made over the past
two decades. However, family business as an independent subject of study is still in the making; currently it is
being “dissolved” in such theoretical concepts as anthropology, economics, sociology, psychology, organization
theory, organizational behavior, entrepreneurship theory and strategic management. Thereby, the purpose of the
original research is to systematize the existing methodological approaches to family business to reveal the
promising trends of theoretical and empirical studies of the present concept in modern economics. The research is
based on universal scientific research methods and interdisciplinary methodological tools. Simultaneous study of
a family as a system and as business has been proved to extend the comprehension of peculiarities of family firms
and their strategies, the features of management and running of the present organizations, the systematization of
social and psychological factors that provide their development. On the basis of complex review of theoretical
and methodological studies of family business and on the interdisciplinary approach the features of family firms
have been identified in the aspect of the four elements that are considered by foreign scholars: strategy, ownership
structure, corporate management and social psychology. When studying corporate management features we have
revealed the role of a supervisory board in the system of family business management, demonstrated the
advantages of the organization of a supervisory board as a special board that functions both as an observer and a
trainer. The theoretical and methodological review we have done may become the foundation for further studies
devoted to family business peculiarities in Russia.

Research target: Psychology Economics and Management
Priority areas: economics management
Language: Russian
Full text
DOI
Text on another site
Keywords: корпоративное управлениеэффективность управленияsocial psychologyстратегияметодологияstrategyнеформальные отношенияcorporate managementmethodologyмеждисциплинарный подходстейкхолдерыmanagement efficiencystakeholdersсоциальная психологияinterdisciplinary approachсемейный бизнесструктура владенияinformal relations ownership structurefamily business
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