Determination of the Energy Efficient Speed of the Working Body of the Agitator for Small Biogas Reactors by Spodoba M.O., Spodoba О.O., Kovalchuk S.I., Oliinik Yu.O.

“…To achieve the set goals, physical methods, three-dimensional model- ing, processing and visualization of results in application programs were used. …”
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Complex-Valued CNN-Based Defect Reconstruction of Carbon Steel from Eddy Current Signals by Bing Chen, Tengwei Yu

“…However, traditional methods mainly focus on defect detection and face significant challenges in extracting geometric information such as defect size and shape, which is crucial for structural health monitoring (SHM) and remaining useful life (RUL) assessment. …”
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Effective Detection of Cloud Masks in Remote Sensing Images by Yichen Cui, Hong Shen, Chan-Tong Lam

“…Existing deep learning methods are unable to extract the edges of clouds and backgrounds in a refined manner when detecting cloud masks (shadows) due to their unpredictable patterns, and they are also unable to accurately identify small targets such as thin and broken clouds. …”
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ParSite is a multicolor DNA labeling system that allows for simultaneous imaging of triple genomic loci in living cells. by Xiaohui He, Yadong Sun, Hanhui Ma

“…The organization of the human genome in space and time is critical for transcriptional regulation and cell fate determination. However, robust methods for tracking genome organization or genomic interactions over time in living cells are lacking. …”
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The personnel policy for curators in the Kazan educational district and the age dynamics of professors at the Kazan University during 1804–1884 by T.V. Kostina, A.V. Kouprianov

“…The study is based on the prosopographical database containing records on the key events in the lives and careers of university professors compiled by the authors. New methods of data retrieval and visualization based on s­cripts created with the help of R programming language allow to analyze the temporal dynamics of the age structure in greatest detail. …”
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Structuring data analysis projects in the Open Science era with Kerblam! [version 1; peer review: 2 approved] by Federico Alessandro Ruffinatti, Luca Munaron, Luca Visentin

“…We believe that Open Science principles can be applied to the way data analysis projects are structured. Methods We examine the structure of several data analysis project templates by analyzing project template repositories present in GitHub. …”
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Current perspectives and trends in colorectal cancer and cancer-associated fibroblasts: a review and bibliometric analysis by Chengyong Qian, Lingling Ren, Shuyuan Zhu, Fangling Chen, Haiping Shen, Xiangcheng Hu, Guanglan Chen

“…However, there are no comprehensive statistics on CRC or CAFs, and the potential directions for research.MethodsThe study performed a literature review spanning from January 1, 2004, to March 27, 2025, within the Web of Science Core Collection Database. …”
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Assess Spatial Equity Considering the Similarity Between GIS-Based Supply and Demand Maps: A New Framework with Case Study in Beijing by Xiatong Hao, Xiaojian Hu, Ke Zhang, Qian Chen

“…This framework stands out for its ease of comprehension, visualization, and general applicability. Specifically, it is capable of identifying areas with severe inequity, thus contributing to the establishment of targeted intervention measures to mitigate spatial inequity.…”
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How Shakespeare’s works have been reinterpreted, adapted and reshaped: a bibliometric review and trend analysis of Shakespeare studies from 2000 to 2023 by Xintong Li, Sihan Li

“…This study addresses this issue by applying bibliometric methods to data from the Web of Science Core Collection, using tools like VOSViewer and CiteSpace for analysis and visualization. …”
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Microwave-Based Colonoscopy: Preclinical Evaluation in an Ex Vivo Human Colon Model by Glòria Fernández-Esparrach, Alejandra Garrido, Roberto Sont, Walid Dghoughi, Sergi Marcoval, Miriam Cuatrecasas, Sandra López-Prades, F. Borja de Lacy, María Pellisé, Ignasi Belda, Marta Guardiola

“…Methods. Fresh surgically excised colorectal specimens containing cancer or polyps were fixed to a 3D positioning system, and the accessory device was introduced horizontally inside the ex vivo colon lumen and moved along it simulating a real colonoscopy exploration. …”
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RABiTPy: an open-source Python software for rapid, AI-powered bacterial tracking and analysis by Samyabrata Sen, Indraneel Vairagare, Jitendrapuri Gosai, Abhishek Shrivastava

“…Users can select from adaptive, automated thresholding, or AI-based segmentation methods, fine-tuning parameters to fit their needs. …”
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DESIGN OF SMART TOURISM SYSTEMS TO FORECAST FOREIGN TOURIST ARRIVAL RATE USING DEEP LEARNING TECHNIQUES by Ratna Kanth Gudala, Ravi Kumar Suggala, Venkata Nagaraju Datla, Sri Krishna Adusumalli

“…A detailed comparative analysis of these methods identifies the most suitable technique. Additionally, the study conducts yearly trend analysis for essential parameters like domestic tourism, tourism's impact on GDP, foreign exchange earnings, and government expenditure, using visualization tools. …”
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Color as a High-Value Quantitative Tool for PET/CT Imaging by Michail Marinis, Sofia Chatziioannou, Maria Kallergi

“…The range of HUs and SUVs was mapped using novel weighted color distribution functions that allowed for a balanced representation of the data and an improved visualization of anatomic and metabolic differences. …”
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Do Machine Learning and Business Analytics Approaches Answer the Question of ‘Will Your Kickstarter Project be Successful? by Murat Kılınç, Can Aydın, Çiğdem Tarhan

“…Within this scope, a business intelligence model that works on the web has been developed by combining business analytics and machine learning methods. The data used for business analytics has been brought to a state that can provide inferences through visualization, reporting and query processes. …”
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Assessing the impact of introductory programming workshops on the computational reproducibility of biomedical workflows. by Ariel Deardorff

“…<h4>Methods</h4>This mixed methods study consisted of in-depth interviews with 14 biomedical researchers before and after participation in an introductory programming workshop. …”
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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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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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