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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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?

Алгоритмы функционирования и операции над моделями в системе MetaLanguage

С. 95–125.
Sukhov A., Lyadova L. N.
Language: Russian
Full text
Keywords: метамоделированиепредметно-ориентированное моделированиеязыковой инструментарийоперации над моделями

In book

Математика программных систем: межвузовский сборник научных трудов
Математика программных систем: межвузовский сборник научных трудов
Вып. 10. , Пермь: Пермский государственный национальный исследовательский университет, 2013.
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Integrating an Ontology-Driven Approach to Data Visualization and AI Based Visualization with Plotly
A.D. Dzheiranian, L.N. Lyadova, Proceedings of the Institute for System Programming of the RAS 2025 Vol. 37 No. 4 P. 191–206
This study introduces an AI-driven assistant prototype that automates the generation of data visualization scripts from natural language queries, eliminating the need for users to have programming skills. The article examines research aimed at developing tools for effective data visualization, compares data visualization systems based on the use of artificial intelligence, and shows the limitations ...
Added: September 25, 2025
Языково-ориентированный подход к разработке средств визуализации данных: генерация кода для интерактивной визуализации
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Abstract: The goal of the project is to approve an approach to generating code implementing user data visualization models based on metamodels of visual domain-specific languages ​​(DSL), created to describe visualization models, and descriptions of formal grammars of target textual programming languages ​​presented in a multi-aspect ontology. The ontology also includes descriptions of “Model-Text” transformation ...
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Abstract: The purpose of the project is approbation of approach to the developing automation tools for designing domain-specific languages (DSL) to create data visualization tools customized to user needs. The main idea of the language-oriented approach is that visual domain-specific languages should be developed to describe new visualization models, the use of which should ensure ...
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An approach to the development of data visualization tools is described that provides the ability to customize to the needs of users and the specifics of the domains in which they work, based on domain-specific modeling. The results of the analysis of data visualization tools and the possibility of customizing them to subject area based ...
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The goal of the study is to approval the approach to creating tools for generating code from visual models for a DSM platform based on knowledge and metamodeling. The basis of the solution is a multifaceted ontology, describing languages, designed to solve various tasks of designing and analysing systems, and the domains in which users ...
Added: December 16, 2023
РАЗРАБОТКА DSM-ПЛАТФОРМЫ: СРЕДСТВА АВТОМАТИЗАЦИИ СОЗДАНИЯ ПРЕДМЕТНО-ОРИЕНТИРОВАННЫХ ЯЗЫКОВ
Ермаков И. Д., Lyadova L. N., В кн.: ТЕХНОЛОГИИ РАЗРАБОТКИ ИНСТРУМЕНТАЛЬНЫХ СРЕДСТВ (ТРИС-2023): материалы конференции.: Таганрог: Издательство ЮФУ, 2023. С. 96–105.
The goal of the project is to approval the approach to the developing automation tools for the creation of domain specific languages (DSL) for a DSM platform based on knowledge and metamodeling. The basis of the approach is a multifaceted ontology, describing languages designed to solve various tasks of system design and analysis, and the domains in which users ...
Added: December 16, 2023
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The purpose of the study is to develop an approach to creating knowledge-based analytical platforms that integrate language toolkits allowing to create new domain-specific languages, customizable to the specifics of the tasks solved by users, to their domains and used solution methods. The basis of the solution is a knowledge base, a multifaceted ontology that ...
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The purpose of the study is to approbate an approach to the creation of knowledge-based language toolkits. The core of the domain specific languages development tools (DSM-platform) is multifaceted ontology. Ontology describes domains as well as includes descriptions of modeling languages and tasks solved with them. At the automated metamodel generation the user needs to ...
Added: January 12, 2022
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The purpose of the study is to design a process analysis system based on data obtained from open Internet sources (databases, news feeds, social networks, etc.). The system should provide the ability to select and search for data sources that meet the needs of users, to select and develop methods for solving tasks and new ...
Added: January 12, 2022
Архитектура DSM-платформы, основанной на знаниях
Lyadova L. N., Suvorov N. M., Василюк В. А., В кн.: Технологии разработки информационных систем (ТРИС-2020): материалы X Международной научно-технической конференции.: Таганрог: Южный федеральный университет, 2020. С. 304–311.
The goal is developing the architecture of the DSM platform, the main functions of which are based on the use of multifaceted ontology. Language toolkits automating the model editors development, code generation and documentation reduce the difficulty of creating and using new domain specific languages (DSL), but DSL development requires not only deep knowledge in ...
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The aim of the project is development of approach to implementation of the transformations of models described with different modeling languages. Multimodel approach is actually the standard of the model driven development of information systems with use of different methodological approaches. However, when development and the analysis of models are executed with different tools, there ...
Added: January 23, 2020
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