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.
Kersha Y., Экономическая социология 2021 Т. 22 № 1 С. 92–123
The socioeconomic composition of schools is considered one of the most sig- nificant factors of educational inequality at the school level. Most of the re- viewed works demonstrate a positive relation between the student population’s socioeconomic status and educational outcomes. At the same time, a number of authors confirm that this effect is a statistical ...
Zakharov A., Вергелес К. П., Markina V. M., В кн.: (Не)обычные школы: разнообразие и неравенство.: М.: Издательский дом НИУ ВШЭ, 2019. Гл. 5 С. 104–138.
В этой главе представлены ролевые типы директоров школ. Опираясь на нарративы директоров с характеристикой выполняемых ими функций или задач, описанием их действий в типичный рабочий день/рабочую неделю и взаимодействия с другими акторами со сложившейся дистанцией и распределением обязанностей, а также на их представления о «хорошем» директоре и о том, что от них ожидают заказчики, мы выделили пять ролевых типов. ...