Image Alignment Based on Deep Learning to Extract Deep Feature Information from Images by Lin Zhu, Yuxing Mao, Jianyu Pan

“…The visualization results validate the significant improvement in the features’ visual quality and confirm the method’s advantages in terms of stability and discriminative properties of deep feature extraction.…”
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Purposeful search and characteristic of anti-inflammatory activity of sodium (3-R-2-оxo-2Н-[1,2,4]triazino[2,3-c]quinazolin-6-yl)alkylcarboxylates and their halogen containing anal... by V. V. Yakubovska, N. М. Seredinska, О. Yu. Voskoboynik, G. І. Stepanyuk, S. І. Kovalenko

“…The approaches for creating novel agents with anti-inflammatory activity among sodium (3-R-2-oxo-2Н-[1,2,4]triazino[2,3-c]quinazolin-6-yl)alkylcarboxylates and their halogen containing analogues were described in presented article. Methods and results. Mentioned methods have been based on combination of «in silico» screening with experimental studies. …”
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A Diagnosis Framework for High-reliability Equipment with Small Sample Based on Transfer Learning by Jinxin Pan, Bo Jing, Xiaoxuan Jiao, Shenglong Wang, Qingyi Zhang

“…As a result, the fault diagnosis rate increases by 28.6% through our proposed model, which is more precise than other classical methods. The results of feature visualization further demonstrate that the features are more distinguished through the proposed method. …”
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A Column Encryption-Based Privacy-Preserving Framework for Hadoop Big Data Sets by Hidayath Ali Baig

“…Several publications suggest methods to secure big data. Each technique has advantages and disadvantages. …”
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Evaluation of Data Acquisition Areas in Geotechnical Seismic Tests: Insights from Field Applications by Gunwoong Kim

“…These tests are essential in ensuring the safety, reliability, and performance of civil engineering projects and are increasingly used for 3D geographical visualization and subsurface modeling. While point-based tests like the cone penetration test (CPT) and standard penetration test (SPT) are widely used, area-based methods such as the spectral analysis of surface waves (SASW) and electrical resistivity testing significantly enhance the accuracy of such models by providing broader coverage. …”
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A model for identifying project sprint tasks based on their description by Marina Grinchenko, Mykyta Rohovyi

“…The article solves the following tasks: analyzing research on the classification and visualization of project tasks, developing an algorithm that can automatically classify text descriptions of sprint tasks, collecting and preparing a training sample of text descriptions of sprint tasks for training and testing the classification model, applying natural language processing methods to improve classification and ensure the accuracy of the results, validating the model on real data to assess the efficiency and accuracy of classification, and analyzing the results. …”
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A model for identifying project sprint tasks based on their description by Марина Гринченко, Микита Роговий

“…The article solves the following tasks: analyzing research on the classification and visualization of project tasks, developing an algorithm that can automatically classify text descriptions of sprint tasks, collecting and preparing a training sample of text descriptions of sprint tasks for training and testing the classification model, applying natural language processing methods to improve classification and ensure the accuracy of the results, validating the model on real data to assess the efficiency and accuracy of classification, and analyzing the results. …”
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Working Conditions and Morbidity of Paramedical Personnel (Omsk, Russia) by Natal’ya Yu. Kryuchkova, Irina I. Novikova

“…To interpret the results, we used the methods of descriptive and nonparametric statistics as well as cognitive visualization. …”
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IMPORTANCE OF CAD/CAM TECHNOLOGIES IN ECTOPROSTHETICS OF THE MAXILLOFACIAL AREA (LITERATURE REVIEW) by N. I. Tcherezova

“…The presence of one  or another defect in the maxillofacial region forms a number of  psychological problems in the patient, causing a feeling of shame from his  inferior appearance. Materials and methods. The literature analysis of the applied methods of ectoprosthetics in the maxillofacial region was carried out. …”
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Version [1.1] - [MakeDecision: Online system for the graphical design of decision-making models in crisp and fuzzy environments] by Jakub Więckowski, Wojciech Sałabun

“…Furthermore, the application allows for the adjustment of decision models with specific measures characteristic of selected MCDA methods, such as the preference function in the Preference Ranking Organization METHod for Enrichment of Evaluations (PROMETHEE) method, the compromise solution in the Characteristic Objects Method (COMET) method, and the expected solution point in the Stable Preference Ordering Towards Ideal Solution (SPOTIS) method. …”
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Transformation of education in the conditions of digitalization by Elena N. Klochkova, Natalya A. Sadovnikova

“…The analysis of information collected during the sociological poll organized and held by PPS of department of statistics together with ANO Council for Questions of Management and Development at Department of work and social protection of the population of the city of Moscow is provided. Methods of visualization of data are applied to evident data presentation. …”
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Study of purinosome assembly in cell-based model systems with de novo purine synthesis and salvage pathway deficiencies. by Veronika Baresova, Vaclava Skopova, Olga Souckova, Matyas Krijt, Stanislav Kmoch, Marie Zikanova

“…<h4>Conclusion</h4>In conclusion, both methods are useful for the detection of purinosomes in HeLa cells. …”
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DIAGNOSIS OF NONPALPABLE BREAST CANCER IN PREMENOPAUSAL WOMEN by N. V. Nudnov, E. V. Novikova

“…Material and methods. The investigation enrolled 423 pre-menopausal patients with nonpalpable breast masses; 129 women were found to have breast cancer. …”
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Model of the supporting leg of an anthropomorphous robot or exoskeleton with two movable links taking into account the dynamics of the electric drive. Power engineering: research,... by A. O. Blinov, A. V. Borisov, L. V. Konchina, K. S. Maslova

“…To achieve the goal of the work, the methods of robotics, mathematical modeling, mechatronics, theoretical mechanics, the study of systems of ordinary differential equations, control theory, empirical data for the human musculoskeletal system were applied.RESULTS. …”
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Social science research in Indonesia (1999&amp;ndash;2023): Identifying hotspots and trends through bibliometrics by Prakoso Bhairawa Putera, Amelya Gustina, Reny Nirmala, Azhar Azhar, Nengyanti Nengyanti

“…Significant efforts are needed to enhance the presence and impact of Indonesian social science thought globally.Objectives: To identify hotspots and trends in research from Indonesia in social sciences from 1999 to 2023 and also to identify dominant research clusters, their alignment with the UN Sustainable Development Goals, and prevalent methodologies to serve as a guide to future research and policymaking.Methods: We employed bibliometric analysis and VOSviewer visualization to examine articles by Indonesian authors in the Scopus database, to group the articles into clusters based on their research focus, and to examine their alignment with various SDGs.Results: We identified five dominant research clusters: (1) climate change and environmental governance, (2) Sunda Isles and archaeological evidence, (3) urban development, (4) rural development and economic impact, and (5) empowerment and food security. …”
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Information Fusion of Infrared Images and Vibration Signals for Coupling Fault Diagnosis of Rotating Machinery by Tangbo Bai, Jianwei Yang, Dechen Yao, Ying Wang

“…Rotating machinery has a complicated structure and interaction of multiple components, which usually results in coupling faults with complex dynamic characteristics. Fault diagnosis methods based on vibration signals have been widely used, however, these methods are intricate when identifying coupling faults, especially in the situation where coupling faults share similar patterns. …”
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The role of endoscopic ultrasound in the diagnosis and characterization of focal liver lesions by Ahmed Morad Hashim, Gamal Eldin Mansour Mohamed Gamal, Abeer Abdellatef, Hany Hagag Ahmed

“…Endoscopic ultrasound (EUS), traditionally used for evaluating the mediastinum, biliary tract, esophagus, stomach, and pancreas, is increasingly complementing these traditional diagnostic methods in hepatology. The study aimed to delineate the endoscopic ultrasound elastography role in visualization and hepatic focal hepatic tissue differentiation of lesions in comparison to the routine radiological and laboratory methods. …”
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Long-Term, Multivariate Time Series Generation With the Capture of Intervariate Correlations and Variatewise Characteristics by Kasumi Ohno, Kohei Makino, Makoto Miwa, Yutaka Sasaki

“…Visualization also confirms the superior quality of the generated time series.…”
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The Analysis of the Impact of Demand Factors and Exchange Rate Fluctuations on the Dynamics of Industrial Production in Russia by SERGEY S. Shishulin

“…As the research tools there were used common methods of transformation, grouping, graphical and tabular visualization of data, as well as the methods of statistical analysis, the formation of meaningful statistical indicators, and the index method. …”
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THE FORMATION OF IT COMPETENCE OF THE ACADEMIC STAFF IN A THREE LEVEL SYSTEM OF HIGHER EDUCATION by T. A. Boronenko, V. S. Fedotova

“…The aim of the study is to discuss organizational and methodical bases of formation of ICT competence graduate in the third stage of higher education.Methods. …”
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