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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.
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Инклюзивные и эксклюзивные идентичности и контакты: роль ценностей и статуса этнической группы

Национальный психологический журнал. 2021. Т. 42. № 2. С. 61–75.
Lepshokova Z.

Background. Identity and contacts are often studied from the perspective of inherent conflict potential for intergroup relations leading to prejudice and exclusion in societies which include groups with different ethnic status. Nonetheless, there are still certain identification and interaction mechanisms that can potentially mitigate or negate these harmful effects. These include inclusive contacts and identities, in particular the positive inclusive identities, which allow to unite representatives of different groups. However, what determines these identities and contacts? Schwartz's theory of individual values has great potential to explain the personality determinants of  identities positivity and  the intensity of contacts.

Objective. The aim of the study was to examine the role of individual values and status of ethnic group in assessing the positivity of exclusive and inclusive identities, as well as in the intensity of exclusive and inclusive contacts among members of the ethnic majority and minority groups.

Design. The study was conducted on a sample of an ethnic minority (Russians living in the North Caucasus) and on a sample of an ethnic majority (Russians living in Moscow). The total sample size is= 499 respondents from 15 to 60 years old, mean age is 32 years. The individual values were measured using a portrait value questionnaire - PVQ-R (Schwartz et al., 2012); positivity of ethnic identity, positivity of civic identity, positivity of regional identity, intercultural contacts, monocultural contacts were measured using the appropriate methods from the questionnaire of the MIRIPS project (Mutual intercultural relations in plural societies) (Berry, 2017).

Results. The study found that (1) values of Conservation underlie the positivity of exclusive ethnic and inclusive civic identities among members of the ethnic majority, (2) values of Openness to Change underlie exclusive monocultural contacts among ethnic minority and majority members, (3) values of Self-Enhancement underlie inclusive intercultural contacts among members of the ethnic minority/

Conclusion. The results of this study revealed the motivational foundations of exclusive monocultural and inclusive intercultural friendship, which were based on the values of personal focus among the Russian ethnic minority and majority members. At the same time, the values of social focus turned out to underlie the positivity of the exclusive ethnic Russian and inclusive civic Russian identity among the ethnic Russian majority members. The research results have a wide potential for further theoretical and practical application in the field of intercultural relations and their harmonization.

Research target: Psychology
Priority areas: humanitarian
Language: Russian
Full text
DOI
Keywords: этническая идентичностьvaluesценностиэтническое меньшинствоethnic minorityethnic identityГражданская идентичностьRussiansрусскиеregional identityрегиональная идентичностьcontactsethnic majorityэтническое большинствоконтактыexclusive identityinclusive identitystatus of ethnic groupэксклюзивная идентичностьинклюзивная идентичностьстатус этнической группыcivic identity
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