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.
Stukach O., В кн.: Виртуальное моделирование, прототипирование и промышленный дизайнТ. 2. Вып. 5.: Тамбов: Издательский центр ФГБОУ ВО "Тамбовский государственный технический университет", 2018. Гл. 1 С. 333–338.
Рассмотрена модель параллельной матричной коммутационной системы,
базирующаяся на раскрашенных сетях Петри (Colored Petri Nets – CPN). Разработанная CPN-модель описывает алгоритм параллельной коммутации. CPN-модель является
иерархической сетью, содержащей ингибиторные дуги. За счет использования временных (timed) CPN получена зависимость средней длины очереди от интенсивности
потока. ...
Лысенко А. Н., Romanov A., Вестник Национального технического университета Харьковский политехнический институт. Серия: Информатика и моделирование 2011 Т. 17 № 16 С. 86–92
Various approaches to networks on chip organizing are considered. Тhe main drawback of networks on chip packet switching is identified – an excessively large buffers amounts of input and output buffers of routers. The new router architecture with improved resource consumption and high speed action is offered. Figs: 5. Ref.: 12 titles. ...