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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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The Divergent Convergence of Multiculturalism Policy in the Nordic Countries (1964 - 2006) : Immigration Size, Policy Diffusion and Path Dependency

2018. No. 18/5.
Tawat M.
In press
Nordic countries are among the main destinations for immigrants in the world because of their traditionally generous policies. They are also some of the most integrated and similar countries. Yet, in the 1970s when they became confronted with the “multicultural question”, they made different choices. This article shows that the presence or absence of a sizeable immigration was the main causal factor. It explains why Sweden adopted multiculturalism while Finland and Iceland did not. However, this factor was sufficient and not necessary. The formulation of multicultural policy provisions (MCPs) in Norway despite a small and late labour immigration was the result of diffusion from Sweden. In Denmark, the absence of sizeable immigration combined with the presence of a nationally-oriented policy legacy to further deny such outcome. There was an upward albeit slow convergence towards multiculturalism. Groupings of multiculturalist and assimilationist countries stuck together until the civic turn in the mid-2000s.
Research target: Political Science, International Relations, and Public Administration
Priority areas: state and public administration
Language: English
Text on another site
Keywords: public policymigrationmulticulturalismScandinavia
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