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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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Birth Control in Russia. A Swaying Population Policy

P. 245–268.
Victoria Sakevich, Denisov B.

This article considers the changes in the major proximate determinants of fertility in Russia within the framework of demographic transition theory and Bongaarts approach to fertility analysis. After World War II Russian fertility became a fully controlled process. The complex interplay of abortion and contraception during the Soviet period resulted in a very high abortion level. The Russian government has almost never supported and promoted family planning as an alternative to abortion. However couples' preferences for few offspring appeared more powerful than the will of authorities. Current trends show that despite the lack of governmental support society itself is evolving towards more humanistic and effective birth control. Estimates based on recent surveys' data confirm the validity of official statistics showing there is a decline in the number of abortions.

Language: English
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Keywords: демографическая политикаабортыпланирование семьиabortioncontraceptionbirth controlконтрацепцияконтроль рождаемостиfamily planningpopulation policy
Publication based on the results of:
Demographic trends in Russia and in the OECD countries: comparative analysis and implications for policy (2015)

In book

»Wenn die Chemie stimmt …«. Geschlechterbeziehungen und Geburtenplanung im Zeitalter der »Pille«
»Wenn die Chemie stimmt …«. Geschlechterbeziehungen und Geburtenplanung im Zeitalter der »Pille«
Göttingen: Wallstein Verlag, 2016.
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