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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?
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Entrepreneurial Potential in the Digital Freelance Economy: Evidence from the Russian-Language Internet

Ch. 22. P. 401–419.
Shevchuk A., Strebkov D.

Drawing on a unique dataset of 9685 Internet freelancers, we shed light on the entrepreneurial potential of the Russian-language online labour market, where more than half of freelancers exhibit entrepreneurial orientations. Our findings reveal heterogeneity of Internet freelancers in relation to entrepreneurship documenting strong differences amongst groups of actual entrepreneurs, potential entrepreneurs and non-entrepreneurs in terms of socio-demographics, professional characteristics, work behaviour and wellbeing. The fact that by most indicators potential entrepreneurs who plan to start a business typically take an intermediate position between non-entrepreneurs and actual entrepreneurs signals the feasibility of entrepreneurial intentions. Researching the entrepreneurial potential of Internet freelancers contributes to better understanding of how solo self-employment may give rise to new businesses in knowledge-intensive and creative industries which are crucial for modernising transition economies.

Language: English
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Keywords: entrepreneurshiptransition economiesfreelancersentrepreneurial intentionsself-employment
Publication based on the results of:
­­­Studies in economic sociology of social stability in crisis times (2017)

In book

Entrepreneurship in Transition Economies
Entrepreneurship in Transition Economies
Springer, 2017.
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