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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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?

Structure and well-being of single-parent families In Russia

Sotsiologicheskie Issledovaniya. 2015. No. 3. P. 78–81.
Churilova E.

Basing on data of the third wave "Generation and Gender survey" (GGS), author analyzes characteristics of single-parent families' life, structure of single-parent families, their welfare and well-being, possibilities to combine work and family. Most of single-parent families consist of mother and her minor children. Economic activity of lonely mothers is tense, but only one third of lonely mothers has opportunity to combine work and family life. Despite high economic activity, lonely mothers estimate often their well-being and living conditions as bad.

Priority areas: sociology
Language: English
Keywords: well-beingsingle-parent familiesGGSLone motherhood
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