TRANSPORT FORCE AND THE INDEX OF THE DEVELOPMENT POTENTIAL OF HEAVY TRAFFIC AS NEW INDICATORS OF THE USE OF A TRACTION BUSINESS RESOURCE by Oksana D. Pokrovskaya

“…Purpose: to characterize new indicators for a comprehensive assessment of the development of heavy-lift traffic as new indicators of the use of traction resources of JSC "Russian Railways". Methods. The methods of norming the operational work of railroads, logistics, as well as visualization and analysis tools were used. …”
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BinaryCIF and CIFTools-Lightweight, efficient and extensible macromolecular data management. by David Sehnal, Sebastian Bittrich, Sameer Velankar, Jaroslav Koča, Radka Svobodová, Stephen K Burley, Alexander S Rose

“…3D macromolecular structural data is growing ever more complex and plentiful in the wake of substantive advances in experimental and computational structure determination methods including macromolecular crystallography, cryo-electron microscopy, and integrative methods. …”
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Settlement analysis of the large-dimensional shallow foundations founded on sand by Rakić Dragoslav, Milosavljević Marija, Đurić Tina, Matić Anđelko, Ljubojev Milenko

“…This work presents the most commonly used semi-empirical methods for calculating the foundation settlement on sandy soils, and it analyzes the results obtained using different approaches (Schmertmann et al., 1970, 1978; Schultze and Sherif, 1973; Janbu et al., 1956), including the numerical simulations in the Settle3 program, which combines the simplicity of one-dimensional settlement analysis with the visualization capabilities of more modern three-dimensional programs. …”
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UNEMPLOYMENT REDUCTION AS A FACTOR OF SUSTAINABLE DEVELOPMENT IN THE KURSK REGION by E. N. Dyukanova

“…Basing on the statistical data we analyzed the unemployment situation between 2009 and 2014 in the administrative districts of the region.Methods. In order to study the problem of unemployment we used methods such as the collection and compilation of statistics, factor analysis, and method of comparison of the data on registered unemployment rate calculated by the ILO and GIS technology for visualization of the results.Results. …”
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Digital Segusio: from models generation to urban reconstruction by Antonia Spanò, Filiberto Chiabrando, Livio Dezzani, Antonio Prencipe

“…Results obtained from both the methods have been integrated into the medium scale geographical data from the regional map repository, and some processing and visualization supported by GIS (Geographical Information System) has been achieved. …”
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A multivariate time series prediction model based on the KAN network by Yunji Long, Xue Qin

“…We also explore the interpretability of KANMTS using symbolic regression and visualization methods. Furthermore, KANMTS demonstrates good generalization and integration capabilities, making it suitable for various application scenarios. …”
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Multi-scheme cross-level attention embedded U-shape transformer for MRI semantic segmentation by Qiang Wang, Yongchong Xue

“…Extensive experiments on the ACDC, MM-WHS and Synapse datasets demonstrate that the proposed MSCL-SwinUNet surpasses state-of-the-art methods in accuracy and generalizability. Visualization further confirms the superiority of our model in preserving detailed boundaries. …”
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An Eigenspace approach for detecting multiple space-time disease clusters: Application to measles hotspots detection in Khyber-Pakhtunkhwa, Pakistan. by Sami Ullah, Hanita Daud, Sarat C Dass, Hadi Fanaee-T, Alamgir Khalil

“…We evaluated the proposed method using the monthly data on measles cases in Khyber-Pakhtunkhwa, Pakistan (Jan 2016- Dec 2016), and the efficiency was compared with the state-of-the-art methods: EigenSpot and Space-time scan statistic (SaTScan). …”
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Trends and emerging frontiers of photodynamic therapy for non-melanoma skin cancer (1979–October 2024): a bibliometric analysis by Qi Chen, Mingming Bai, Mingmin Lu, Jingjing Chen, Shanshan Wang, Ping Sun, Linlin Li, Hong Cai

“…This study aims to use bibliometric analysis to explore the research trends and development in the field of PDT for NMSC, identifying key hotspots and emerging directions.MethodsThis study conducted a comprehensive literature search in the Web of Science Core Collection database and applied bibliometric analysis and visualization using tools such as VOSviewer, CiteSpace, and the R package “bibliometrix”.ResultsA total of 358 publications were analyzed, with the USA led in contributions and collaborations, with Yale University being the top institution. …”
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Robust quantitative assessment of collagen fibers with picrosirius red stain and linearly polarized light as demonstrated on atherosclerotic plaque samples. by Cherry Greiner, Stephanie Grainger, Samantha Farrow, Alena Davis, Jimmy L Su, Matthew D Saybolt, Robert Wilensky, Sean Madden, Stephen T Sum

“…Visualization of collagen fiber with the histological stain picrosirius red (PSR) is enhanced with polarized light and quantitative analysis is possible using circular polarizers. …”
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Open data on road traffic accidents accumulation, processing and analysis by N. K. Goryaev, S. P. Lyubetskii

“…Using the proposed methodology, an analysis of traffic accidents in the Cheboksary agglomeration was made and its visualization was made using GIS.Conclusions. The use of information about road accidents in the formats offered on the traffic police website is impossible either for analysis or for visualization in a GIS. …”
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Frontiers and hotspot evolution in research on Alzheimer’s disease and hypertension: a bibliometric analysis from 2004 to 2023 by Wenying Liu, Wenying Liu, Yaya Zhao, Yaya Zhao, Yutong Rao, Yutong Rao, Zijing Wu, Zijing Wu, Yun Peng, Yun Peng, Lianggeng Gong, Lianggeng Gong

“…CiteSpace and VOSviewer were used for data visualization, including author collaboration, timelines view of references, reference bursts and overlay visualization maps of keywords. …”
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Application of Markov processes for analysis and control of aircraft maintainability by Yu. M. Chinyuchin, A. S. Solov'ev

“…The software implementation of the described methods as well as the usage of tabular adapted software will contribute to reducing the complexity of the calculations and improving data visualization.…”
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Application of interlayer perforation and installation of transparent elements in the technology of duplicated decorative polymer films by A. A. Nikolaev, A. P. Kondratov

“…To develop technologies for producing multilayer films of transparent thermoplastic polymers; to study methods of modifying their supramolecular structure; and to determine their optical properties by means of optical-polarization methods for the use of modified films as decorative and design materials in modern architecture.Methods. …”
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CelltrackR: An R package for fast and flexible analysis of immune cell migration data by Inge M.N. Wortel, Annie Y. Liu, Katharina Dannenberg, Jeffrey C. Berry, Mark J. Miller, Johannes Textor

“…Here, we present celltrackR, an R package containing a diverse set of state-of-the-art analysis methods for (immune) cell tracks. CelltrackR supports the complete pipeline for track analysis by providing methods for data management, quality control, extracting and visualizing migration statistics, clustering tracks, and simulating cell migration. …”
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Market of the residential real estate: trends and prospects by E. N. Klochkova, M. A. Tolstyakova

“…For the evident representation of results of the research, tabular and graphic methods  of visualization  of data were used. For the purpose of the solution of objectives the package of the IBM  SPSS Statistics application programs was used.Results. …”
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Towards the improvement of project team performance based on large language models by Mykyta Rohovyi, Marina Grinchenko

“…Methods of vector representation of texts, methods of dimensionality reduction of PCA and t-SNE data space, methods of agglomerative clustering, methods of prompting were used. …”
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Challenges and Prospects of Eurasian Integration in a Changing World by L. E. Slutsky

“…In the course of the work, statistical methods of analysis of economic phenomena were used, methods of logical and system analysis, dynamic, structural analysis of macroeconomic indexes, interregional analysis of data evaluation, as well as tabular methods of visualization of research results were used.Results. …”
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The Relevance of Osteoscintigraphy Technique in Early Detection of Bone Metastatic Lesions: a Systematic Review by E. A. Litvinenko, I. V. Burova

“…In the initial stage of the disease, OSG is one of the main methods of metastatic lesions visualization, but not the only way of diagnosis in diversification strategy aspect. …”
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Uniform Suspension of the Clustered Triamcinolone Acetonide Particle by Masahiko Sugimoto, Mineo Kondo, Masayuki Horiguchi

“…The CV was 36.1% for the routine method and 9.03% ffor the new method. Administration of a suspended MaQ made it possible to clearly visualize the vitreous in both pig and human eyes. …”
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