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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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Модели экономического поведения в теории Ричарда Кантильона

С. 166–185.
Ananyin O. I.

The chapter considers behavioural assumptions and its role in the economic theory of R. Cantillon. It is shown how these assumptions are dependent on the structure of society; peculiarities of behaviour of the different types of economic agents - landowners, lsabourers, entrepreners, state officers - are specified. It is shown how behavioural assumptions serve Cantillon to differentiate spheres dominated by rational versus non-rational behaviour, and to introduce uncertainty into his theory.  In conclusion the issue of Cantillon's impact on subsequent developments of economic theory is discussed.

Language: Russian
Keywords: предпринимательфактор неопределенностиhistory of economic thoughtвсеобщая история экономической мыслиРичард Кантильонconditions of uncertaintyentrepreneurial behaviourbehavioural assumptions in economic theoryповеденческие предпосылки в экономической теорииRichard Cantillon

In book

Экономическая теория до и после маржиналистской революции: Сборник материалов III Октябрьской международной научной конференции по проблемам теоретической экономики, 20-21 октября 2021 г.
Алетейя, 2022.
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