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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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Организация оценки результативности деятельности российских госслужащих с учетом особенностей административной модели

Вопросы государственного и муниципального управления. 2011. № 3. С. 62–73.
Bozhya-Volya A. A.

Continuous improvement of its human resources capacity is the mainstream in Russian Civil Service development. It could be realized through recruiting and retention of qualifi ed servants, and by creating an attractive environment for young specialists. Meanwhile, the conditions of the Russian civil service system do not fully provide this task. Civil Service is inferior to other segments of the labor market, which is comparable to it in terms of skill requirements and labor intensity, in competitiveness of the proposed compensation package, performance evaluation and career prospects.

Another important task is introducing institutions and mechanisms of Civil Service into the system of performance management that is becoming increasingly common in public administration. But day-to-day activity of the majority of civil servants nowadays is regulated by traditional instructions, focused on procedural compliance and not on getting specifi c result. Th is greatly weakens the capacity of the implemented performance management methods and discourages qualifi ed civil servants.

To solve these problems performance assessment mechanisms based on quantitative performance criteria have been introduced in various countries. Development and testing tools of civil servants performance management is also carried out under federal programs of reforming Russian Civil Service.

In this article we propose one possible approach of organizing the process of planning, monitoring and assessing the performance of civil servants basing on the experience of countries with similar practices in public administration.

When we organize civil servants performance management in Russia it is important

to learn from the experience of countries that have already conducted such activities – to examine their achievements and mistakes. It is logical to assume that application of the experience of countries with similar features of public administration is the most eff ective way to arrange the process of planning, monitoring and assessing the performance of civil servants in Russia. Th is allows, to some extent, to predict the consequences of the introduction of various management techniques.

Analysis of seven major administrative models of governance was based on the study of the existing research. Putting together the process of assessing senior civil most typical elements of the evaluation process for each administrative model.

According the criteria used, the most similar administrative models for Russian public administration were defi ned. It allowed putting forward some proposals about the civil servants performance management in Russia. The study of the modern Russian practice of civil servants performance assessment in the federal and regional authorities confirmed the validity of the proposed criteria and evaluation methods.

Finally, the main stages of planning, monitoring and assessing the performance of senior civil servants, middle managers and ordinary servants were identified for the proposed evaluation process to be implemented.

Research target: Economics and Management
Priority areas: state and public administration
Language: Russian
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Keywords: государственная службамониторингстимулированиеоценка результативности деятельностикритерии результативностиуправление результативностьюгосударственное и административное управлениеорганизация управления экономикой
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