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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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Критерии и методы оценки эффективности инвестиционных проектов

Азимут научных исследований: экономика и управление. 2017. Т. 6. № 4 (21). С. 120–123.
Kosov M.

Object of research are the criteria and methods of efficiency assessment that are used during development of investment projects. An object of a research are legal base, scientific literature and results of practical activities. Special attention is paid to classification of investment projects by various criteria. The analysis of methods of assessment of investment projects in case of reliability and practical application is carried out. Also, there is allocated optimum for determination of efficiency. As a methodological basis the system analysis and synthesis of scientific research on the set subject and also the analysis of results of assessment of the realized projects are used. The main conclusions of work are the following. Need of evaluating efficiency of investment projects with use of system of indicators is proved. The fact that results of assessment have to be brought most closer to real future indicators is claimed. Application of the methods specified in work will allow to make the most optimal investment solution. A special contribution of the author is definition of optimum methods of assessment of investment projects both for the separate organization, and for the country. The novelty of a research consists in complex consideration of theoretical and practical aspects of determination of criteria and assessment methods of investment projects in case of efficiency.

Priority areas: economics
Language: Russian
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Keywords: инвестиционный проектинвестицииэкономикаeconomyметоды оценки эффективностирентабельностьinvestment decisionsNet profitчистая прибыльинвестиционные ресурсыстратегия компанииinvestment resourcesинвестиционное решение investments profitabilityрыночная конъюнктураmarket conditions investment projectassessment methods of efficiencystrategy of the company
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