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Расширение метода TOPSIS для поддержки принятия решений в ГИС на основе элементов теории категорий
Информационно-измерительные и управляющие системы. 2024. Т. 22. № 5. С. 6–13.
Springer, Cham, 2025.
Added: September 21, 2026
Aleksei Samarin, Alexander Savelev, Aleksei Toropov et al., Journal of Imaging 2025 Vol. 11 No. 6 P. 1–20
This study presents a unified low-parameter approach to multi-class classification of microorganisms (micrococci, diplococci, streptococci, and bacilli) based on automated machine learning. The method is designed to produce interpretable taxonomic descriptors through analysis of the external geometric characteristics of microorganisms, including cell shape, colony organization, and dynamic behavior in unfixed microscopic scenes. A key advantage ...
Added: September 21, 2026
Springer, 2026.
Two volumes of the SPECOM 2026 proceedings contain a collection of submitted papers presented at SPECOM 2026, which were thoroughly reviewed by members of the Program Committee and additional reviewers consisting of almost 80 experts in the conference topic areas. In total, 65 regular full papers out of 99 submissions made via the EasyChair electronic ...
Added: September 20, 2026
Aleksei Samarin, Alexander Savelev, Aleksei Toropov et al., Pattern Recognition and Image Analysis 2026 Vol. 36 No. 2 P. 323–334
In this paper, an improved approach for automatic wildlife detection in natural environments based on the integration of a neural network architecture with a two-stream attention mechanism and a novel preclassification step based on infrared data has been presented. The proposed method addresses one of the key challenges in environmental monitoring: the need for scalable ...
Added: September 19, 2026
Aleksei Samarin, Nazarenko A., Kotenko E. et al., Proceedings of the ACM on Management of Data, USA 2026 Vol. 4 No. 1 P. 1–28
Modern knowledge and large volumes of data are increasingly encoded within neural networks, making the task of simplifying their structures and reducing the number of parameters especially relevant, both to improve efficiency and to facilitate deployment in resource-constrained environments. This paper presents a novel approach to neural network compression that addresses redundancy at both the ...
Added: September 19, 2026
Aleksei Samarin, Alexander Savelev, Aleksei Toropov et al., Pattern Recognition and Image Analysis 2025 Vol. 35 No. 2 P. 148–158
This paper describes our research on creating classifiers for microbial images (micrococci microscopy images) obtained from pictures of unfixed microscopic scenes. In our work, we propose an AutoML approach based on the automatic generation and analysis of the feature space for constructing the most optimal descriptors of microorganism images for subsequent classification. This makes it ...
Added: September 19, 2026
Aleksei Samarin, Alexander Savelev, Aleksei Toropov et al., Pattern Recognition and Image Analysis 2026 Vol. 36 No. 2 P. 302–312
The lack of annotated microscopic datasets remains a major obstacle to training robust deep learning models for microbial classification. In this paper, a novel data augmentation pipeline that uses visual–linguistic large-scale models to generate synthetic microscopic images of six different bacterial and nonbacterial classes has been proposed. Synthetic samples have gradually been added to the ...
Added: September 19, 2026
Springer, Cham, 2026.
computer vision ...
Added: September 19, 2026
Springer, Cham, 2026.
Added: September 19, 2026
FRUCT Oy, 2024.
Added: September 19, 2026
FRUCT Oy, 2024.
Added: September 19, 2026
FRUCT Oy, 2025.
Added: September 19, 2026
FRUCT Oy, 2026.
Added: September 19, 2026
Aleksei Samarin, Nazarenko A., Kotenko E. et al., Machine Learning and Knowledge Extraction 2026 Vol. 8 No. 8 P. 1–26
This paper presents a novel method for pruning deep neural networks based on the concept of flow, derived from the continuous modeling of signal propagation across layers. We derive flow functions for fully connected, convolutional, and self-attention architectures, and we propose a new iterative pruning algorithm, Iterative Flow-Aware Pruning (IFAP), that leverages these measures to ...
Added: September 19, 2026
Myachin A. L., Procedia Computer Science 2026 Vol. 287 P. 193–200
We extend the static pattern analysis method to the temporal dimension by introducing a six-type trajectory taxonomy that classifies objects according to the frequency and structure of pattern switches over an observation window of T > 8 periods. For each object, a reference pattern is designated as the most frequently occupied group over the observation ...
Added: September 18, 2026
Громов Р. С., Нестеров Р.А., Proceedings of the Institute for System Programming of the RAS 2026 Vol. 38 No. 4 P. 23–44
This paper explores the performance criteria of the newest algorithm for solving the problem of finding shortest paths on a graph from a given vertex – Bounded Multi-Source Shortest Path Algorithm
(BM-SSP). The algorithm was published in 2025 and, as its creators claim, it is asymptotically superior to Dijkstra’s deterministic algorithm. However, in the publication devoted ...
Added: September 18, 2026
Кузнецов М. Е., Полякова М., Лукьянович В. et al., ФАНУ "Востокгосплан", 2026.
Обзор международных практик развития робототехники и искусственного интеллекта и оценка возможностей их применения в условиях России, в первую очередь для Дальнего Востока и Арктической зоны РФ ...
Added: September 16, 2026
Melman A., Evsyutin O., Computer Science Review 2027 Vol. 63 (A) Article 101066
One of the effective means of protecting digital images is invisible watermarking. Different scenarios have different requirements for watermark resistance to post-processing. Robust watermarking schemes are resistant to a wide range of modifications. Fragile watermarking schemes are designed for integrity control and are destroyed by even minor modifications of images. Semi-fragile watermarking schemes combine features ...
Added: September 15, 2026
Воронова К. Д., Lyadova L. N., Proceedings of the Institute for System Programming of the RAS 2026 Vol. 38 No. 4 P. 153–170
Title: Automated Event Logs Generation Based on Unstructured Internet Sources for Process Analysis Tasks
Abstract. This paper presents an approach to automated structuring event-related information extracted from unstructured textual Internet sources for process mining tasks. In many practical cases, information on events associated with various processes is not presented in the form of ready-made event logs, but is ...
Added: September 14, 2026
Zykov S. V., Springer, 2026.
This book focusses on real-world practitioner’s guidance in crisis management of digital product development. This includes monitoring, predicting, preventing and agile responding to critical situations by systematically applying resilient patterns and practices. This book introduces a thoroughly integrated toolbox of patterns and practices for sustainable crisis management, each individual component of which was carefully selected ...
Added: December 30, 2025
Zykov S. V., Информационно-измерительные и управляющие системы 2024 Т. 22 № 5 С. 23–30
В настоящее время растет важность задач, связанных с анализом моделей и методов, применимых
для поддержки разработки цифровых продуктов (ЦП) в условиях кризиса. В фокусе исследования находится антикризисное управление разработкой таких продуктов с учетом обеспечения устойчивости процессов их разработки на основе структурно-поведенческих особенностей их построения. При этом понятие управления может включать различные аспекты, такие как, например, предупреждение, адаптивное реагирование, ...
Added: December 10, 2024
Учет взаимного доверия при выборе поставщика в рамках цифровой трансформации социотехнических систем
Babkin E., Ulitin B., Zykov S. V., Информационно-измерительные и управляющие системы 2024 Т. 22 № 5 С. 14–22
Статья посвящена анализу подходов по выбору поставщика в условиях неопределенности и неполноты информации. Цель: определить условия выбора эффективного решения в случае гетерогенности взглядов ЛПР на рассматриваемый набор альтернатив.
Предложенный в статье подход позволяет выбрать поставщика в условиях неопределенности и неполноты информации, а также может быть адаптирован на случай нескольких ЛПР с разной степенью доверия к источникам информации по предлагаемым ...
Added: December 10, 2024
Demchuk O., Флинта, 2022.
The textbook covers crisis management at the macro level of the economy, reveals the technology and methodology of organisation management, overcoming bankruptcy by enterprises, explores the peculiarities of crisis management in small business.
For teachers and postgraduates of economic universities and faculties, students studying in economic specialities, as well as business school students. It is recommended ...
Added: October 21, 2024
Bogdanova T., Zhukova L., Нежурина М. И., Образовательная политика 2024 № 2(98) С. 95–102
Infrastructural safety of secondary general education institutions (GSI) is one of the main components of creating a comfortable environment for students in schools of the Russian Federation. Its observance is regulated by legislation and controlled by the relevant state bodies, local authorities and other organizations that perform publicly significant functions of control and management.
Monitoring of ...
Added: September 6, 2024