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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?
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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Изменения маркетинговой деятельности на фармацевтическом рынке: новые акценты

Маркетинг и маркетинговые исследования. 2023. № 2. С. 148–162.
Anna O.

The article is devoted to the identification and systematization of trends towards changes in the marketing activities of the pharmaceutical industry in Russia, which appeared due to increased restrictions in the focus periods. The methodology is based on the analysis of current scientific publications, as well as the collection and processing of secondary data from specialized industry research and consulting reports.

Language: Russian
DOI
Text on another site
Keywords: фармацевтическая отрасльpharmaceutical industryантироссийские санкцииESGESGCOVID-19antirussian sanctionsCOVID-19changes in marketing activitiestrends in marketingизменения маркетинговой деятельноститенденции в маркетинге
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