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News
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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Exploring Gender Bias in Homicide Sentencing: An Empirical Study of Russian Court Decisions Using Text Mining

Homicide Studies. 2026. Vol. 30. No. 2. P. 133–158.
Zhuchkova S., Kazun A.

This study explores the role of gender in sentencing in Russian homicide cases, particularly the “female discount” phenomenon. We use regression analysis on a dataset of 20531 court decisions acquired via text mining techniques. Our research indicates that female defendants in Russia tend to receive more lenient sentences than their male counterparts do. Crimes against intimate partners and family members result in more lenient sentences than those against nonrelatives and strangers. The gender of the judge does not significantly influence the sentencing of female offenders; however, male judges are generally tougher on male defendants. The findings show that the “social costs theory” functions differently for male and female offenders.

Research target: Sociology (including Demography and Anthropology Law
Language: English
DOI
Text on another site
Keywords: court decisionsGender biashomicidesentencing text mining
Publication based on the results of:
Institutions and human capital as factors in crisis adaptation (2024)
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