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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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Когнитивный и лексический подходы в курсе английского языка для академических и специальных целей с использованием проектно-ориентированного обучения (на примере студентов экономического факультета)

Педагогика и психология образования. 2021. № 4. С. 68–83.
Guskova N. V.

The article deals with the implementation of cognitive and lexical approaches in teaching English to students of a non-linguistic university. The author approaches the solution of the questions posed by organizing the project activities of students. The purpose of the study is to form a strategy of competence-based teaching of a foreign (English) language to students enrolled in programs of economic directions and specialties, using cognitive and lexical approaches within the framework of students’ project activities. The article discusses the methodology for using design technology, presents examples of tasks and techniques aimed at mastering specialized foreign language vocabulary, presents the results of experimental activities showing positive dynamics in  the  following indicators: the  volume of  mastering specialized vocabulary; active use of new vocabulary in the course of communication; the ability to hear speech errors when using new vocabulary, etc.

Research target: Education Psychology
Language: Russian
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Keywords: cognitive approachкогнитивный подходлексический подходLexical approachforeign language for academic and special purposesproject technologiescompetence-based learning strategyиностранный язык для академических и специальных целейпроектные технологиикомпетентностно-ориентированная стратегия обучения
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