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News
July 20, 2026
Scientists Create Open Dataset for Studying Concentration
A team of Russian researchers, including scientists from HSE University–St Petersburg, has developed the first open multimodal dataset containing recordings of brain activity, heart function, and video observations to help researchers understand what happens in the human brain during deep concentration. In the future, the dataset could accelerate the development of neural interfaces, rehabilitation technologies, and AI systems. The article has been published in Scientific Data.
July 20, 2026
‘Science Is Universal-It Knows No Borders
Fuad Aleskerov, Tenured Professor and Director of the International Centre of Decision Choice and Analysis at HSE University, together with his colleagues, has developed methods of network analysis in bibliometrics that have made it possible to identify patterns in the appearance and citation of publications in academic journals, as well as their influence on each other. When one or a number of studies are frequently cited by a wide range of journals, this is an indicator that the research is of high quality. By contrast, extensive cross-citation within a limited group of journals increases the likelihood of identifying a network of predatory publications.
July 20, 2026
Scientists Propose Method for More Efficient Resource Use in Machine Learning
An international group of researchers, including mathematicians from the AI and Digital Science Institute at the HSE Faculty of Computer Science, has provided a theoretical justification for a simple and computationally efficient method of estimating uncertainty in Stochastic Gradient Descent (SGD). The paper has been published on the scientific preprint server arXiv.org and presented at AISTATS 2026.

 

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?

Проектирование и разработка модуля для расчёта начального рейтинга транспортного перевозчика с использованием алгоритмов машинного обучения

С. 94–102.
Bulychev A., Сомов О. Д.

In the process of developing an information system for logistics transportation, there is a need to determine the initial rating of the new carrier within the parent company. The presence of the rating helps to more accurately carry out the formation of orders and build forecasts of its interaction with the parent company in the future

Language: Russian
Full text
Text on another site
Keywords: логистикарейтингмашинное обучениеmanagementуправлениеавтоматизацияпринятие решенийсистемный анализклассификацияметод главных компонентlogisticsсложные системыratingautomationsystem analysismachine learningclassificationcomplex systemsdecision makingclassification treesрешающие деревьяслучайный лесprincipal component methodGradient boostingградиентный бустингrandom forest

In book

Информатика, управление и системный анализ: Труды V Всероссийской научной конференции молодых ученых с международным участием.
Ростов н/Д: Ростовский государственный экономический университет "РИНХ", 2018.
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Added: April 29, 2026
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