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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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Налогообложение и социально-правовой статус предпринимателей в России в XVIII – начале XX в.

Вестник Томского государственного университета. Право. 2015. № 2. С. 14–22.
Старцев А. В., Sizova A.

The article considers the most important legislative acts regulating the entrepreneurial activity in Russia in the 18th-the early 20th centuries, which evolved in response to changing political and economic conditions in the country and were aimed at further liberalization of trade and industrial activities.

Research target: History and Archeology Law Economics and Management
Priority areas: economics management state and public administration law
Language: Russian
Full text
Text on another site
Keywords: история Россиипредпринимательство в Россииbusiness lawhistory of Russiacommercial enterpriserussian enterprisesсоциально-экономическая история Россииsocial and economic history of Russiacommercial and industrial legislationtaxation of entrepreneursstate trade taxторгово-промышленное законодательствоторгово-промышленные праваналогообложение предпринимателейгосударственный промысловый налог
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