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.
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.
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.
Fedotov M., Труды по интеллектуальной собственности 2026 Т. 56 № 1 С. 65–81
This article continues a series of publications devoted to outlining the fundamental tenets of the General Theory of Authorship, which began with the article “Introduction to the Concept of the General Theory of Authorship”, published in the journal “Works on Intellectual Property”, No. 3, 2023.
The article examines the meta-legal foundations of the General Theory of Authorship, namely, ...
Fedotov M., Труды по интеллектуальной собственности 2023 Т. 46 № 3 С. 38–75
The article substantiates the possibility, expediency and relevance of developing the concept of the General Theory of Authorship as a metatheory of modern intellectual property law. Analyzed - in order to identify contradictions and gaps - the main provisions of the existing concept of intellectual property rights. The groundlessness of equating the means of individualization ...
Fedotov M., В кн.: Доклады кандидатов в члены РАН, баллотировавшихся по секции философии, политологии, социологии, психологии и права в 2022 году.: М.: Новые печатные технологии, 2023. С. 445–457.
The article is devoted to the presentation of the author's concept of the general theory of authorship as a metatheory of intellectual property. ...