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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.
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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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Методологические проблемы и парадоксы в современных исследованиях метафоры

.
Astakhov S.

The main goal of the article is to systematize the conceptual resources of contemporary metaphor studies. In the first part, the list of main theoretical shifts in the field is presented. Then, in the second part, some standard difficulties that many scholars encounter are divided into three groups: 1) problems connected with the applied conception of language; 2) problems with the conceptualization of metaphor; 3) metamethodological paradoxes. It is argued that every methodologist should decide how to deal with these problems in order to clarify his/her own way of basic metaphors using.

 

 

Language: Russian
Keywords: metaphor studiesmethodological paradoxesисследования метафорыметодологические парадоксы
Publication based on the results of:
Rule following: reasoning, reason, rationality (2014)

In book

Следование правилу: рассуждение, разум, рациональность
Следование правилу: рассуждение, разум, рациональность
СПб.: Алетейя, 2014.
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Added: October 28, 2024
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