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.
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.
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.
Gorshkov G., Buivolova O., Gavrilova E. et al., NeuroRehabilitation 2025 Vol. 56 No. 2 P. 113–131
Background
Nowadays, developers offer mobile applications for aphasia treatment. Although their overall effectiveness and acceptance by the target audience was proved, it has not been established what aspects of technology-based aphasia rehabilitation facilitate these improvements and translate into generalization.
Objective
The objectives were to analyze what technology- and treatment-related factors, including treatment dose, intensity and duration, affect treatment ...
Карутин С. Н., Малышев В. В., Болкунов А. И. et al., М.: АО "ЦНИИ МАШ", Издательство Московского университета, 2023.
Монография посвящена разработке научно-методологических основ комплексной оценки эффективности навигационных систем. Рассмотрена задача формирования таких основ и приведены результаты исследований по их разработке. Сформулирована комплексная методология оценки эффективности навигационных систем, и описаны инструменты, обеспечивающие возможность ее эффективного использования. Приведены результаты комплексного анализа отдельных выполненных оценок эффективности по различным областям проведения оценок и предложенияпо разным вариантам их ...
Сборник составлен из работ аспирантов, магистрантов, молодых ученых и студентов ИжГТУ имени М.Т. Калашникова и вузов-партнеров, отражающих результаты исследования в области приоритетных направлений развития науки и техники. Работы молодых ученых представлены в 11-ти тематических разделах. ...