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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.
May 25, 2026
'The Humanities Serve as a Conscience'
Maria Mizernaia studies Soviet literature and the history of book publishing. In this interview for the HSE Young Scientists project, she discusses plans to publish a novel about besieged Leningrad, AI-provoked reflections on what it means to be human, and how novels can help satisfy our dopamine hunger.
May 25, 2026
Is It Possible to Predict a Citys Life Based on the Shape of Its Neighbourhoods?
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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Evaluating the Integration Hypothesis: A meta-analysis of the ICSEY project data using two new methods

British Journal of Psychology. 2023. Vol. 114. No. 4. P. 819–837.
Abu-Rayya H., Berry J. W., Sam D., Grigoryev D.

The Integration Hypothesis states that acculturating migrants who adopt the integration strategy (i.e., being doubly engaged, in both their heritage culture and in the larger national society) will have better psychological and sociocultural adaptation than those who adopt any other strategy (Assimilation, Separation, or Marginalization). This hypothesis was supported in the original evaluation of the ICSEY project data, using the mean adaptation scores for individuals in the four acculturation clusters. This conclusion was further supported by an analysis that used scores that were derived from the two underlying dimensions. The present paper further evaluates this hypothesis meta-analytically using two new methods: Cultural Involvement and Cultural Preference; and Euclidean Distance. The results showed that these two methods provided support for the integration hypothesis, for both psychological adaptation and sociocultural adaptation. The pattern of relationships was stronger for positive than for negative indicators of adaptation. Theoretical and practical implications of the results are discussed.

Research target: Psychology Social Sciences Sociology (including Demography and Anthropology Other social sciences
Language: English
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Keywords: acculturation strategiessociocultural adaptationintegration hypothesispsychological adaptationassessment of acculturation
Publication based on the results of:
Socio-cultural and psychological mechanisms of unity and polarization of Russian society in the context of global challenges (2023)
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