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Axel Berg and the Digital Revolution in Science, Education, and Society of the Russian Federation
Pattern Recognition and Image Analysis. 2023. Vol. 33. No. 4. P. 983–987.
Semenov A.
This article elucidates the technocratic utopia envisioned by Academician Axel Berg, detailing his perspective on the future and the strategies he believed would bring it to fruition. Specific initiatives undertaken by Berg are highlighted, notably the establishment of the Scientific Council “Cybernetics”—a nexus for the advancement of cybernetics in the former Soviet Union and the Russian Federation—and his endeavors in digital education. Two distinct articles within this compilation further consider these domains of Berg’s work and of those who continued his legacy.
Дильмухаметова Алия Мидхатовна, Напалков В. В., Муллабаева А. У., Уфимский математический журнал 2010 Т. 2 № 1 С. 52–58
В данной статье введены обобщённые пространства Фока и рассмотрены основные свойства этих пространств. Найдена операция, сопряженная к операции умножения на переменную в обобщенном пространстве Фока. Также определены собственные функции сопряженного оператора. Изучены обобщенное преобразование Лапласа и задача построения базиса для введенных пространств. ...
Added: September 21, 2026
Aleksei Samarin, Alexander Savelev, Aleksei Toropov et al., Pattern Recognition and Image Analysis 2024 Vol. 34 No. 3 P. 855–862
Tasks related to the automation of medical data processing are becoming more urgent. Particular attention is paid to systems for monitoring and analyzing human physiological parameters. Such systems often use specialized sensors to capture biomedical images, such as infrared cameras. This article describes our study of the problem of segmenting the eye pupil and iris ...
Added: September 21, 2026
Aleksei Samarin, Nazarenko A., Alexander Savelev et al., Pattern Recognition and Image Analysis 2024 Vol. 34 No. 3 P. 844–854
Improving image quality is becoming an increasingly popular task, especially when working with mobile devices. One common approach to image enhancement is the use of convolutional neural networks. However, to achieve good results, such networks must be large enough, otherwise there is a risk of unwanted artifacts. In addition, large convolutional neural networks require significant ...
Added: September 21, 2026
Aleksei Samarin, Alexander Savelev, Aleksei Toropov et al., Optical Memory and Neural Networks (Information Optics) 2024 Vol. 33 P. 424–434
This study explores the development of classifiers for microbial images, specifically focusing on streptococci captured via microscopy of live samples. Our approach uses AutoML-based techniques and automates the creation and analysis of feature spaces to produce optimal descriptors for classifying these microscopic images. This technique leverages interpretable taxonomic features based on the external geometric attributes ...
Added: September 21, 2026
Aleksei Samarin, Aleksei Toropov, Alexander Savelev et al., Pattern Recognition and Image Analysis 2024 Vol. 34 No. 4 P. 1053–1060
This paper presents a novel approach to classification in biomedical imaging, specifically targeting polyp recognition in video endoscopy snapshots. Our method leverages specialized image descriptors to enhance the accuracy and robustness of polyp recognition. By employing these specialized descriptors, we address the challenges inherent in analyzing biomedical images from open datasets. Our approach not only ...
Added: September 21, 2026
Самарин А. В., Торопов А. Г., Савельев А. Г. et al., Pattern Recognition and Image Analysis 2024 Vol. 34 No. 4 P. 1044–1052
This paper presents a study aimed at improving the detection quality of small-sized microorganisms under challenging microscopic conditions through the application of a lightweight combined image preprocessing model. We focused on the task of detecting diplococci in images obtained through dynamic sample microscopy. The proposed approach employs predefined filters for image preprocessing, combined with the ...
Added: September 21, 2026
Singapore: Springer Singapore, 2025.
Added: September 21, 2026
Tomat A., Sergei O. Kuznetsov, International Journal of Approximate Reasoning 2026 Vol. 197 Article 109754
Interval Pattern Structures (IPS) provide a natural way to represent local, human-readable explanations for predictions on numerical data through vectors of intervals interpreted as axis-parallel hyper-rectangles. In this paper, we develop and evaluate an IPS-based k-nearest neighbors classifier, IPS-KNN, that explains each prediction through a single local interval description rather than through the aggregation of ...
Added: September 21, 2026
Aleksei Samarin, Nazarenko A., Kotenko E. et al., / Series arXiv "math". 2025. No. 2511.20141.
This paper presents a novel approach to neural network compression that addresses redundancy at both the filter and architectural levels through a unified framework grounded in information flow analysis. Building on the concept of tensor flow divergence, which quantifies how information is transformed across network layers, we develop a two-stage optimization process. The first stage ...
Added: September 21, 2026
Дильмухаметова Алия Мидхатовна, Напалков В. В., «Doklady Mathematics» 2009 Т. 424 № 5 С. 591–593
В данной статье вводится определенный класс дифференциальных уравнений с переменными коэффициентами, который тесно связан с операцией умножения Адамара и операторами Данкла имеющими применение в математической физике. Показано, что уравнения этого класса могут быть сведены к уранвениям в обобщенных производных с постоянными коэффициентами. ...
Added: September 21, 2026
Aleksei Samarin, Alexander Savelev, Aleksei Toropov et al., Pattern Recognition and Image Analysis 2025 Vol. 35 No. 2 P. 169–178
This study explores the incorporation of specialized self-attention mechanisms into deep learning architectures, with a particular emphasis on segmenting human iris and pupil regions in infrared images. In this work, we present some modified versions of nonlocal blocks designed to enhance self-attentive properties while addressing the distinct characteristics of infrared imaging data. By applying these customized ...
Added: September 21, 2026
Aleksei Samarin, Alexander Savelev, Aleksei Toropov et al., Journal of Imaging 2025 Vol. 11 No. 10 Article 359
Timely identification and accurate delineation of ultra-early ischemic stroke lesions in non-contrast computed tomography (CT) scans of the human brain are of paramount importance for prompt medical intervention and improved patient outcomes. In this study, we propose a deep learning-driven methodology specifically designed for segmenting ultra-early ischemic regions, with a particular emphasis on both the ...
Added: September 21, 2026
Дильмухаметова Алия Мидхатовна, Напалков В. В., «Doklady Mathematics» 2012 Т. 443 № 3 С. 293–295
В данной работе введены обобщенные частные производные, изучены дифференциальные уравнения в обобщенных частных производных с постоянными коэффициентами и доказан фундаментальный принцип Эйлера для таких уравнений. Устанавливлена связь с классом уравнений в обычных частных производных с переменными коэффициентами. ...
Added: September 21, 2026
Springer, Cham, 2025.
Added: September 21, 2026
Gershman M., Brambila F., Bredikhin S. V. et al., М.: ИСИЭЗ ВШЭ, 2026.
The monograph presents the results of a comprehensive analysis of trends in science and technology policy, as well as strategies and practices of public administration in this sphere in foreign countries, conducted by the Institute for Statistical Studies and Economics of Knowledge (ISSEK) of the National Research University Higher School of Economics.
Current global trends in ...
Added: June 5, 2026
Lepskiy V., Malakhova E., Systems Research and Behavioral Science 2023 Vol. 40 No. 2 P. 381–392
The article substantiates an important contribution of Alexander Bogdanov's monograph, ‘Tektologia,’ in the formation and development of fields of knowledge related to the control and organization of social systems. The purpose of this paper is to prove that Bogdanov's ideas anticipated the trends in the development of the problems of control and organization of social ...
Added: April 19, 2026
Rodionova A., Новое литературное обозрение 2025 № 195 С. 303–311
The article analyzes the poetic method of Alexander Kondratov (1937–1993), an unofficial author, researcher, and popularizer of cybernetics from Leningrad. The author addresses his concept of poetic creativity, projects, archives, popular science and poetic texts. The article analyzes the role of combinatorics in his work in the context of inheritance from the historical avant-garde and ...
Added: February 11, 2026
Kurennoy V., В кн.: Путешествие в окружающие миры животных и людей. Теория значения.: Ад Маргинем Пресс, 2025. С. 6–22.
«Путешествие в окружающие миры животных и людей» (1934) и «Теория значения» (1940) — две революционные работы немецкого биолога и натурфилософа Якоба фон Икскюля (1864–1944). Их основные тезисы и введенное автором понятие «окружающего мира» (Umwelt) легли в основу биосемиотики. По Икскюлю все живые существа обитают не в едином мире, а являются субъектами, вокруг которых формируются их собственные ...
Added: January 22, 2026
Gershman M., Brambila F., Bredikhin S. V. et al., М.: ИСИЭЗ ВШЭ, 2025.
The report presents the results of the study of global trends in science and technology policy, specific strategies and practices of government regulation and support of this sphere, carried out by the Institute for Statistical Studies and Economics of Knowledge (ISSEK) of the National Research University Higher School of Economics in 2024.
The global trends in the science and technology ...
Added: June 24, 2025
Зимирев М. О., Вестник Пермского университета. Серия: История 2024 Т. 66 № 3 С. 98–110
The article discusses the history of coordination of university research and development in the Soviet Union in the 1960s, focusing on the case study of the development and implementation of machine pedagogy at the
Moscow Power Engineering Institute. The coordination of the work of designers of teaching machines and theorists of machine pedagogy was led by ...
Added: June 11, 2025
Kulagin M., Зимирев М. О., Technology and Language 2025 Т. 6 № 1 С. 167–186
The article is devoted to the history of the discussion about the acceptability of using computers to find the optimal romantic couple. The conditions that enabled it were the recognition of loneliness as an independent problem requiring modern solutions in the late 1960s, as well as the spread of cybernetic discourse, by the early 1970s ...
Added: April 1, 2025
Plaksin M. A., Информатика в школе 2024 Т. 23 № 4 С. 44–57
Three basic aspects of the operation of generative neural network models (generative artificial intelligence) are discussed in the article: the concept of a "token", the probabilistic nature of the generated response, and the concept of a "large model", the size of which ensures the pseudo-intelligent behavior of neural network chatbots. The issues of implementing generative models, areas ...
Added: February 17, 2025
Khestanov R., Логос 2024 Т. 34 № 6 С. 275–296
The article argues that one of the main characteristics of modernity is the underlying paradox that could be labeled as an attitude of securitization through catastrophe. The author shows how the aspiration to overcome catastrophes and crises forms the attitude to their utilization, i.e. to create apparatuses or devices that guarantee safety and successful transformation ...
Added: January 1, 2025
М.: НИЯУ МИФИ, 2024.
Сьорник трудов конфереенции «Современные математические модели в
энергетике», посвящённая памяти профессора, д.ф.-м.н. В. А. Тупчиева ...
Added: December 19, 2024