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News
May 25, 2026
HSE Scientists Train Neural Network to 'Hear' Faults in Electric Motors
Researchers at the AI and Digital Science Institute of the HSE Faculty of Computer Science have developed a new method—the Signature-Guided Data Augmentation (SGDA) framework—that achieves 99% accuracy in motor fault detection and 86% accuracy in fault classification. The application of this approach can reduce industrial equipment repair costs, minimise downtime, and improve production safety. The study results have been published in Engineering Applications of Artificial Intelligence.
May 25, 2026
'The Humanities Serve as a Conscience'
Maria Mizernaia studies Soviet literature and the history of book publishing. In this interview for the HSE Young Scientists project, she discusses plans to publish a novel about besieged Leningrad, AI-provoked reflections on what it means to be human, and how novels can help satisfy our dopamine hunger.
May 25, 2026
Is It Possible to Predict a Citys Life Based on the Shape of Its Neighbourhoods?
Is it possible to predict, based on the configuration of streets and buildings, where a café will open or where traffic congestion will occur? Participants in the Spatial Analysis and Modelling of Urban Processes research and study group use open data and machine learning to identify universal patterns. Alexander Sheludkov and Eduard Somov discuss the purpose of comparing cities, the need for new forms of urban statistics, and how open data is transforming approaches to urban studies.

 

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?

Об источниках финансирования стартующих бизнес-проектов в кризисных условиях

Вопросы статистики. 2011. № 3. С. 39–48.
Murzacheva E. I.

The purpose of this research is the analysis of the most crucial internal parameters influencing financial decisions connected with personal perception of entrepreneurial activities and objective characteristics of the project. Given received assessments, entrepreneurs with higher education and permanent job in majority of cases apply for informal loans to finance business with low value added and minimal start-up costs. Thus entrepreneurship takes the form of self-employment and not an activity that generates new products and technologies.

Priority areas: economics sociology management
Language: Russian
Full text
Keywords: business projectaccess to financial resourcesinformal loansself-employment
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