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Subject
News
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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Материалы Всероссийской конференции с международным участием «Знания - Онтологии – Теории» (ЗОНТ-2015), 6-8 октября 2015 г., Новосибирск

Т. 1. Novosibirsk : Институт математики им. С.Л. Соболева СО РАН, 2015.
Academic editor: Д. Е. Пальчунов
Chapters
Онтология структуры веб-страниц
Lanin V., Nesterov R., В кн.: Материалы Всероссийской конференции с международным участием «Знания - Онтологии – Теории» (ЗОНТ-2015), 6-8 октября 2015 г., НовосибирскТ. 1.: Новосибирск: Институт математики им. С.Л. Соболева СО РАН, 2015. С. 176–183.
В работе предложен подход к организации поиска и извлечения информации из электронных документов, размещенных в сети Интернет с помощью онтологического подхода. Онтология применяется для описания обобщенной структуры страниц электронных документов, сформированной на основе анализа наиболее распространенных способов размещения информации. Основным отличием предлагаемого подхода является тот факт, что в данном случае при поиске информации поисковый алгоритм ...
Added: February 18, 2016
Priority areas: IT and mathematics
Language: Russian
Full text
Keywords: теория познанияонтологии
Материалы Всероссийской конференции с международным участием «Знания - Онтологии – Теории» (ЗОНТ-2015), 6-8 октября 2015 г., Новосибирск
Similar publications
ML-based Fast Simulation of FARICH Responses
Shipilov F., Barnyakov A., Ivanov A. et al., / Series Physics "arxiv.org". 2026.
A fast simulation of the detector response is a vital task in high-energy physics (HEP). Traditional Monte-Carlo methods form the backbone of modern particle physics simulation software but are computationally expensive. We present a machine-learning-based approach to fast simulation of the Focusing Aerogel Ring Imaging Cherenkov (FARICH) detector response. Given a particle track and momentum, ...
Added: May 19, 2026
Среда Онтологически Контролируемых Вычислительных Экспериментов в Химии и Материаловедении
Glushko A., Neznanov A., В кн.: Перспективные материалы и технологии (ПМТ-2024) : Сборник докладов Международной научно-технической конференции ИПТИП РТУ МИРЭА, Москва, 12–16 апреля 2024 годаТ. 1.: М.: РТУ МИРЭА, 2024. С. 380–385.
In this paper we would like to discuss the basic principles, design decisions and tools that formed the basis of a software system for analyzing the results of real experiments and performing computational experiments in chemistry and materials science. With this work we aim to formalize knowledge at multiple levels and improving the efficiency of ...
Added: April 29, 2026
Natural hazard database from Internet publications: text mining with a large language model
Derkacheva A., Sakirkina M., Kraev G. et al., /. 2026.
Comprehensive data on natural hazards and their consequences are crucial for effective for risk assessment, adaptation planning, and emergency response. However, many countries face challenges with fragmented, inconsistent, and inaccessible data, particularly regarding local-scale events. To address this data gap in Russia, we developed an end-to-end processing pipeline that scrapes news from various online sources, ...
Added: April 28, 2026
Algorithmic overlaps as thermodynamic variables: from local to cluster Monte Carlo dynamics in critical phenomena
Pilé I., Deng Y., Shchur L., / Series arXiv "math". 2026. No. 2604.10254.
We investigate the spatial overlap of successive spin configurations in Markov chain Monte Carlo simulations using the local Metropolis algorithm and the Svendsen-Wang and Wolff cluster algorithms. We examine the dynamics of these algorithms for two models in different universality classes: the Ising model and the Potts model with three components. The overlap of two ...
Added: April 20, 2026
Using predefined vector systems to speed up neural network multimillion class classification
Gabdullin N., Androsov I., / Series Computer Science "arxiv.org". 2026.
Label prediction in neural networks (NNs) has O(n) complexity proportional to the number of classes. This holds true for classification using fully connected layers and cosine similarity with some set of class prototypes. In this paper we show that if NN latent space (LS) geometry is known and possesses specific properties, label prediction complexity can ...
Added: April 2, 2026
Iterative Ricci-Foster Curvature Flow with GMM-Based Edge Pruning: A Novel Approach to Community Detection
Sorokin K., Beketov M., Онучин А. et al., / arxiv.org. Серия cs.SI "Social and Information Networks ". 2025.
Community detection in complex networks is a fundamental problem, open to new approaches in various scientific settings. We introduce a novel community detection method, based on Ricci flow on graphs. Our technique iteratively updates edge weights (their metric lengths) according to their (combinatorial) Foster version of Ricci curvature computed from effective resistance distance between the ...
Added: January 15, 2026
Implementing Transport Coding in OMNeT++ for Message Delay Reduction
Petrovanov I., Sergeev A., / Series Computer Science "arxiv.org". 2025. No. 2512.18332.
Transport coding reduces message delay in packet-switched networks by introducing controlled redundancy at the transport layer:  original packets are encoded into  coded packets, and the message is reconstructed after the first  successful deliveries, effectively shifting latency from the maximum packet delay to the -th order statistic. We present a concise, reproducible discrete-event implementation of transport coding in OMNeT++, including ...
Added: December 24, 2025
Hessian-based lightweight neural network for brain vessel segmentation on a minimal training dataset
Меньшиков И. А., Бернадотт А. К., Elvimov N. S., / Series arXie "Statistical mechanics". 2025.
Accurate segmentation of blood vessels in brain magnetic resonance angiography (MRA) is essential for successful surgical procedures, such as aneurysm repair or bypass surgery. Currently, annotation is primarily performed through manual segmentation or classical methods, such as the Frangi filter, which often lack sufficient accuracy. Neural networks have emerged as powerful tools for medical image ...
Added: December 1, 2025
Determining the boundary of dynamical chaos in the generalized Chirikov map via machine learning
Chernyshov D., Satanin A., Shchur L., / Series arXiv "math". 2025.
We investigate the boundary separating regular and chaotic dynamics in the generalized Chirikov map, an extension of the standard map with phase-shifted secondary kicks. Lyapunov maps were computed across the parameter space (K,K(α, τ)) and used to train a convolutional neural network (ResNet18) for binary classification of dynamical regimes. The model reproduces the known critical ...
Added: November 21, 2025
Эффективный алгоритм торговли на фондовом рынке: ретроспективный анализ, основанный на данных по S&P-500.
Rubchinskiy A., Chubarova D., / Series WP7 "Математические методы анализа решений в экономике, бизнесе и политике". 2025. No. WP7/2025/01.
The article examines one of the most famous examples of socio-economic systems, characterized by significant uncertainty – the S&P-500 stock market, where shares of 500 largest US companies are traded. No assumptions are made about the probabilistic characteristics of the stock market. A flexible algorithm for daily trading has been developed, based on both known fixed data ...
Added: November 9, 2025
Diffusion on language model embeddings for protein sequence generation
Meshchaninov V., Strashnov, P., Shevtsov A. et al., / Cornell University. Серия CoRR, arXiv:2403.03726 "Computing Research Repository,". 2025.
Protein design requires a deep understanding of the inherent complexities of the protein universe. While many efforts lean towards conditional generation or focus on specific families of proteins, the foundational task of unconditional generation remains underexplored and undervalued. Here, we explore this pivotal domain, introducing DiMA, a model that leverages continuous diffusion on embeddings derived ...
Added: October 5, 2025
Smoothie: Smoothing Diffusion on Token Embeddings for Text Generation
Shabalin A., Meshchaninov V., Vetrov D., / Series cs.CL, arXiv:2505.18853 "Computation and Language". 2025.
Diffusion models have achieved state-of-the-art performance in generating images, audio, and video, but their adaptation to text remains challenging due to its discrete nature. Prior approaches either apply Gaussian diffusion in continuous latent spaces, which inherits semantic structure but struggles with token decoding, or operate in categorical simplex space, which respect discreteness but disregard semantic ...
Added: October 5, 2025
В зеркале теорий
Rutkevich A. M., Человек 2025 Т. 36 № 3 С. 7–12
Philosophical anthropology emerged as an academic discipline in Protestant German universities of the 17th century. In the first half of the twentieth century . This name was assigned to a number of teachings of German thinkers (M. Scheler, G. Plessner, A. Gehlen, etc.). Despite all the differences between these doctrines, they were united by the ...
Added: September 23, 2025
A Feature Engineering Framework for Computer Vision Based on Topological Data Analysis
Абрамов А. С., Chernyshev V. L., Mikhaylets E. et al., / Series Social Science Research Network "Social Science Research Network". 2025.
Computer vision is one of the most relevant modern research areas with broad practical applications. However, traditional solutions based on deep learning have signicant limitations and can be misleading. Topological data analysis, on the other hand, is a modern approach to solving similar problems using mathematically deterministic methods of algebraic topology that reduce the risk ...
Added: September 23, 2025
On the construction of frieze patterns from partitions of convex polygons by nonintersecting diagonals
Kochetkov Y., / Series arXiv.org e-print archive "arXiv.math". 2025. No. 07600.
We demonstrate in an elementary way how to construct a frieze pattern of width m-3 from a partition of a convex m-gon by not intersecting diagonals. ...
Added: September 17, 2025
On one property of Catalan numbers
Kochetkov Y., / Series arXiv.org e-print archive "arXiv.math". 2025. No. 20584.
We give a new proof of the following statement: the Catalan number C_n is divisible by n+2, if n is odd and n<> 3k+1. ...
Added: September 9, 2025
К вопросу о взаимодействии художественного мира и возможных миров.
Новикова А. В., Вестник Пермского национального исследовательского политехнического университета. Механика (Вестник ПНИПУ. Механика)*** 2013 № 07 С. 138–145
Рассмотрены взгляды отечественных и зарубежных ученых в лингвистике, логике и философии на теорию возможных миров; представлены децентрированные модели возможных миров. ...
Added: October 31, 2023
Онтологический подход к интеграции информации в областях с интенсивным использованием данных
Заякин В. С., Lyadova L. N., Рабчевский Е. А., Информационные технологии 2022 Т. 28 № 10 С. 529–538
The development and support of knowledge-based systems for experts in the field of social network analysis (SNA) is complicated because of the problems of viability maintenance that inevitably emerge in data intensive domains. Largely this is the case due to the properties of semi-structured objects and processes that are analyzed by data specialists using data ...
Added: October 22, 2022
Теория познания. Курс по критическому мышлению для старшей школы
Girinsky A., Lepetiukhina A., Беляева А. В. et al., Тверь: Полипресс, 2022.
Настоящие пособие предназначено для реализации курса по критическому мышлению «Теория познания» в старшей школе. В первой части пособия в кратком варианте представлены основные теоретические темы и сюжеты данного курса. Во второй части — хрестоматии, подобраны и адаптированы для целей и задач предмета фрагменты философских и научно-популярных текстов, которые можно использовать для более детального и углубленного освоения материала. ...
Added: October 16, 2022
Определения и методологические принципы в теории познания
Рассел Б., Омский научный вестник. Серия «Общество. История. Современность» 2022 Т. 7 № 1 С. 91–96
Представлен перевод статьи великого британского философа Бертрана Рассела, посвященной концептуальному осмыслению философских оснований эпистемологии. В ней формулируются базовые определения и обосновываются методологические принципы, на основе которых возможно построение теорий, соответствующих идеям эмпиризма и концепции знания-знакомства. Опираясь на конкретные примеры, а также тезисы о логической обусловленности методов познания, Рассел закладывает фундамент теории нейтрального монизма, ставшей основой ...
Added: June 8, 2022
Концепт понимания и его идеалистическая трактовка в теоретической философии В.В. Розанова
Glebov O., История философии 2021 Т. 26 № 1 С. 87–98
The article is devoted to the analysis of the key provisions of Rozanov’s early theoretical treatise “On Understanding”, which is a model of Russian philosophical idealism. It shows that Rozanov’s work, which anticipated some ideas of hermeneutics and phenomenology in the 20th century, remained unnoticed within the Russian philosophical tradition. The purpose of this article ...
Added: April 5, 2022
Проблема понимания в русском идеализме конца XIX - начала XX века: В.С. Соловьев и С.Н. Трубецкой
Glebov O., Философские науки 2020 Т. 63 № 12 С. 102–120
The paper examines the doctrine of understanding in Russian idealism from the late 19th to early 20th century. The author discusses the main ontological and epistemological concepts in the philosophy of V.S. Solovyov and his follower S.N. Trubetskoy. The paper offers a historical and philosophical reconstruction of the concept of understanding based on the analysis of V.S. ...
Added: April 5, 2022
Машиночитаемое право: правовой вызов современности
Yankovskiy R., Вашкевич А. М., Ivanov A. et al., Закон 2021 № 10 С. 20–26
27 сентября Правительственной комиссией по цифровому развитию утверждена Концепция развития технологий машиночитаемого права. По мнению Минэкономразвития, машиночитаемое право будет востребовано в законотворчестве, судопроизводстве, при заключении сделок, стандартизации и сертификации. Мы обратились к экспертам с просьбой прокомментировать новый документ. Какое влияние он окажет на развитие права? Какие вызовы несет в себе распространение машиночитаемого права? ...
Added: December 29, 2021
An ontology-based approach to the analysis of the acid-base state of patients at operative measures
Tianxing​ M., Lushnov M., Ignatov D. I. et al., PeerJ Computer Science 2021 No. 7 Article e777
Researchers working in various domains are focusing on extracting information from data sets by data mining techniques. However, data mining is a complicated task, including multiple complex processes, so that it is unfriendly to non-computer researchers. Due to the lack of experience, they cannot design suitable workflows that lead to satisfactory results. This article proposes ...
Added: December 14, 2021
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