Cybersecurity of the municipal infrastructure by S. V. Kaliakin, Yu. M. Onishchenko, V. V. Nosov

“…The features of cyber attacks and the use of methods for protecting critical infrastructure in the context of hybrid warfare have been examined. …”
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CONTEMPORARY TOOLS OF STRATEGIC CONTROLLING IN THE MANAGEMENT OF INDUSTRIAL ENTERPRISES by Yu.E. Dudnieva, O.I. Кirian

“…Summarized information on the features and prospects for implementing specific tools of strategic controlling in practical managerial activities. …”
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Comparative analysis of transfer learning performance on generalised EEG data for use in a depression diagnosis task by Shusharina, Natalia Nikolaevna

“…Although the considered method of transient learning looks promising, the specificity of electroencephalogram signals and problems solved on their basis requires large-scale adaptation of algorithms and contrastive optimisation techniques for effective training of the target task. …”
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An Integrated Strategy for Interpretable Fault Diagnosis of UAV EHA DC Drive Circuits Under Early Fault and Imbalanced Data Conditions by Yang Li, Zhen Jia, Jie Liu, Kai Wang, Peng Zhao, Xin Liu, Zhenbao Liu

“…In the data preprocessing stage, Pearson coefficients are used for feature correlation analysis, and XGBoost performs feature screening to extract key features from the collected DC drive circuit data. …”
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A Cognition Knowledge Representation Model Based on Multidimensional Heterogeneous Data by Dong Zhong, Yi-An Zhu, Lanqing Wang, Junhua Duan, Jiaxuan He

“…Based on this, this paper designs a cognitive information representation model based on a knowledge graph, which combines the perceptual information of industrial robot ontology with semantic description information such as functional attributes obtained from the Internet to form a structured and logically reasoned cognitive knowledge graph including perception layer and cognition layer. Aiming at the problem that the data sources of the knowledge base for constructing the cognitive knowledge graph are wide and heterogeneous, and there are entity semantic differences and knowledge system differences among different data sources, a multimodal entity semantic fusion model based on vector features and a system fusion framework based on HowNet are designed, and the environment description information such as object semantics, attributes, relations, spatial location, and context acquired by industrial robots and their own state information are unified and standardized. …”
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BDNet: Bengali Handwritten Numeral Digit Recognition based on Densely connected Convolutional Neural Networks by Abu Sufian, Anirudha Ghosh, Avijit Naskar, Farhana Sultana, Jaya Sil, M.M. Hafizur Rahman

“…Images of handwritten digits are different from natural images as the orientation of a digit, as well as similarity of features of different digits, makes confusion. On the other hand, deep convolutional neural networks are achieving huge success in computer vision problems, especially in image classification. …”
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Enhancing Few-Shot SAR Ship Recognition: Pseudospectrum Information Generation and Fusion by Gui Gao, WenXi Liu, Xi Zhang

“…In order to solve the above problems, first, a SpecGenGANwith generating pseudospectrum information is proposed to solve the problem of missing spectrum information. …”
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Management in the private clinics: impact of the health care reforming by Maryna Saienko, Olena Hrechanychenko, Lesya Prasol

“…In the study framework, the authors characterized the controlling mechanism, determined the private pediatrician role in primary health care, identified the features of doing business under reforming Ukrainian medicine. …”
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Peculiarities of Organising Events under Martial Law Conditions by Kateryna Haidukevych

“…The events are viewed as a symbolic capital of culture, its social marker, a universal means of realising the culture creating potential of the public, which stimulates the study of organisational features of events under martial law conditions. The article traces the relationship between social tendencies and event formats during the Russian aggression; specifies the problems that accompany the process of organising events since the beginning of the full-scale invasion; grounds their content and thematic direction; outlines the directions of functioning of events in the post-war time. …”
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Rapid change in Chernozem properties during their Holocene evolution: a case study of paleosols buried under kurgans in the pre-Ural steppe, Russia by Olga Khokhlova

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Electrocardiogram analysis for cardiac arrhythmia classification and prediction through self attention based auto encoder by Ameet Shah, Dhanpratap Singh, Heba G. Mohamed, Salil Bharany, Ateeq Ur Rehman, Seada Hussen

“…It is confirmed that self-attention-AE training results are promising, and it benefits the diagnosis of ECGs for complex cardiac conditions to solve real-world heart problems.…”
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Book-trade networks in Siberia and the Far East: the initiation history, present state and development trends (part 1) by O. N. Alshevskaya

“…The impossibility to solve the problems led the company to bankruptcy in 2011. The largest federal bookstore network enterprise in Russia by 2017 is the integrated retail network «Chitai-gorod» - «Bukvoed» over 528 enterprises in 167 cities of Russia. …”
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Production of Fully Homozygous Genotypes from Various Edible Alliums by A. R. ALAN, A. KASKA, F. CELEBI TOPRAK

“…<em>Allium </em>breeding programs generally take very long time with low success due to problems such as long life cycle, sterility, polyploidy, high levels of heterozygosity. …”
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The concept and current state of legal regulation on staffing of the State Criminal Executive Service of Ukraine by K. Yu. Sverdlin

“…Over the past few years, important positive results have already been achieved on this path, but a number of problems remain unresolved, slowing down the reform process and the achievement of its goals. …”
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ANALYSIS OF MAIN REASONS FOR MISTAKES IN DIAGNOSTICS OF EPILEPTIC SEIZURES AND EPILEPTIC SYNDROMES (CLINICAL PECULIARITIES OF EPILEPTIC SEIZURES) by M. B. Mironov

“…Overdiagnosis causes ungrounded social "label", limitation in rights, significant decreasing quality of life of the patient, family problems, prescription of long-term anti-epileptic therapy that may cause potential side effects. …”
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Issues, Challenges, and Solution Options for On-Grid Multi-Microgrid Game Theory: A Systematic Review by Dimas Jalaluddin Ahmad, Nanang Hariyanto, Umar Khayam

“…This connection provides more flexibility in operation and various features, including multi-level interactions beyond peer-to-peer, asymmetric agents, the presence of distribution network operator, support and backup power from the grid, and an energy market pool. …”
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Scenario modeling of the drug prescription process for children: application of machine learning methods by А. А. Kondrashov, М. М. Kurashov, Е. Е. Loskutova

“…Preliminary data processing enabled to extract additional features and define the process as a multi-label classification task. …”
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Climate change, extreme heat, and outdoor thermal comfort in urban areas: Case of İzmir, Turkey by Sevim Pelin Öztürk, Pelin Özden, Müge Tikik

“…Recently, environmental problems, urban population growth, the expansion of urban areas, and climate-insensitive planning practices have significantly increased the effects of the climate crisis in urban areas. …”
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THE DISCRETIZATION OF THE POLARIZED SIGNAL by P. E. Korneev

“…Often, the monitoring systems solution of remote sensing problems, recognition (classification, discrimination) of radar objects using radio polarimetry methods is required in real time mode with the display of the current information on the radar monitor. …”
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On the Modeling of Sequential Reactive Systems by Means of Real Time Automata by Evgeney Maximovich Vinarskii, Vladimir Anatolyevich Zakharov

“…This straightforward approach makes the model easier to analyze and manipulate, but it misses many important features of real-time computation. In this paper we study a more realistic semantics of TFSMs and show how to represent it by means of Labeled Transition Systems. …”
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