Statistics on Differences in the Institutional Composition of the National Economy and Issues Related to its Harmonization by O. V. Morozov, A. G. Biryukov, M. A. Vasiliev

“…Theoretical foundations of the research have been developed on the basis of the authors' preferences regarding the results of conceptual and applied developments of domestic scientists in the field of philosophy, mathematics, economics and sociology, as well as the practice of structural and spectral analysis in their subject areas. The analysis of parameters (indicators) of the state and other institutional sectors of the national economy was carried out (mainly) on the basis of statistical data of ROSSTAT for 2006-2016, materials of official reports and developments of analytical centers. …”
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An approach based on data mining and genetic algorithm to optimizing time series clustering for efficient segmentation of customer behavior by Hodjat (Hojatollah) Hamidi, Bahare Haghi

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A Data Quality Pipeline for Industrial Environments: Architecture and Implementation by Teresa Peixoto, Óscar Oliveira, Eliana Costa e Silva, Bruno Oliveira, Fillipe Ribeiro

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STUDY ON THE EFFECT OF PREPREG PLACEMENT TIME ON THE INTERLAMINAR SHEAR STRENGTH OF ARAMID COMPOSITE MATERIAL (MT) by JIN Bo, ZHANG AiHua, SHANG FuLin

“…Through the analysis of the prepreg molding process, it is found that the prepreg placement time is the main parameter that affects the interlaminar shear strength（ILSS） of the aramid III composite. …”
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Turning Points in the Core–Periphery Displacement of Systemic Risk in the Eurozone: Constrained Weighted Compositional Clustering by Anna Maria Fiori, Germà Coenders

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Utilizing IoT Sensors and Spatial Data Mining for Analysis of Urban Space Actors’ Behavior in University Campus Space Design by Krzysztof Koszewski, Robert Olszewski, Piotr Pałka, Renata Walczak, Przemysław Korpas, Karolina Dąbrowska-Żółtak, Michał Wyszomirski, Olga Czeranowska-Panufnik, Andrzej Manujło, Urszula Szczepankowska-Bednarek, Joanna Kuźmicz-Kubiś, Anna Szalwa, Krzysztof Ejsmont, Paweł Czernic

“…The data collected and the knowledge gained from its analysis are used to discuss the shape of the campus space. …”
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ML Based Social Media Data Emotion Analyzer and Sentiment Classifier with Enriched Preprocessor by Jayamalini Kothandan, Ponnavaikko Murugesan

“…Sentiment Analysis or opinion mining is NLP's method to computationally identify and categorize user opinions expressed in textual data.  …”
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Cross-platform analysis of atrial fibrillation scientific videos: using composite index and a basic assessment scale by Chong Luo, Xiaoli Qin, Xiaoyu Xie, Jie Gao, Yuwei Wu, Weitao Liang, Zhong Wu

“…Data analysis employed principal component analysis, normalization data processing, non-parametric tests, paired t-tests, and negative binomial regression.ResultsAnalysis of the user engagement data using a composite index revealed a significant difference in the popularity of videos from publishers with a medical background (z = −4.285, p < 0.001), no aforementioned findings were found among video platforms, however, except for the Bilibili platform. …”
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Sports data analysis of track and field athletes based on IID-OPK and NonIID-OPK algorithms by Xiaofeng Chen

“…Compared with the K-means Optimization based on Independent and Identically Distribution data (IID-OPK), the NonIID-OPK model performed better in clustering performance and computational efficiency. …”
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Unveiling insights from unstructured wealth: a comparative analysis of clustering techniques on blockchain cryptocurrency data by Ramzi A. Haraty, Salma Sobeh

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Quantifying the Effects of Water Status on Grapevine Vegetative Growth, Yield, and Grape Composition Through a Collaborative Analysis by David Uriarte, Luis Gonzaga Santesteban, José Manuel Mirás-Avalos, Ignacio Buesa, Javier José Cancela, Juan Luis Chacón, José Mariano Escalona, Diego Sebastiano Intrigliolo, Miriam Lampreave, Amelia Montoro, Luis Rivacoba, Fernando Visconti, Jesús Yuste, Carlos Miranda

“…Similarly, mega-analyses, which combine raw data from many studies into a single sample for processing and statistical analysis, are a very powerful tool for analyzing results of heterogeneous origin but require a high level of collaboration between the researchers contributing data. …”
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The three-dimensional composite analysis method of mesoscale eddies in the Philippine Sea based on sound speed profile clustering by Xingyu Zhou, Qinghong Li, Xiangjun Yu, Gengming Zhang, Yaowei Ma

“…This study combines mesoscale eddy data from satellite altimetry (2007-2022) with Argo profile data captured by eddies to propose a mesoscale eddy composite analysis method based on profile clustering and an elliptical model. …”
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A novel computational approach for the mining of signature pathways using species co-occurrence networks in gut microbiomes by Suyeon Kim, Ishwor Thapa, Hesham Ali

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A Comparative Study of Fractal Models Applied to Artificial and Natural Data by Gil Silva, Fernando Pellon de Miranda, Mateus Michelon, Ana Ovídio, Felipe Venturelli, João Parêdes, João Ferreira, Letícia Moraes, Flávio Barbosa, Alexandre Cury

“…The objectives of this research are to evaluate the methods’ capabilities in capturing fractal properties, their computational efficiency, and their sensitivity to data fluctuations. …”
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SPECIES COMPOSITION AND ANALYSIS OF FAUNA OF CLICK BEETLES (COLEOPTERA ELATERIDAE) OF THE ISLANDS OF THE NORTH-WESTERN PART OF CASPIAN SEA by G. A. Dzhafarova

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Analysis of Electric Field and Temperature Distributions of Non-Uniformly Contaminated Silicone Composite Insulators Using Deep Learning by Irem Gorgoz, Mehmet Cebeci

“…This study examines the insulation performance of a silicone composite insulator under various contamination conditions. …”
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A Newly Developed Compressed Air Cannon Test Bench Designed for Multi-Impact Analysis of Composite Structures by Ayoub Soufri, Ameur Chettah, Benoît Piezel, Christophe Bouvet

“…Key components such as the pressurized air system, projectile launch mechanism, target mounting arrangement, and data acquisition system are discussed. Experimental methodologies for assessing multi-impact response, specimen preparation, instrumentation, and data analysis techniques are outlined. …”
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Analysis of Household Waste Generation and Composition in Mandalay: Urban–Rural Comparison and Implications for Optimizing Waste Management Facilities by Khin Zaw Win, Helmut Yabar, Takeshi Mizunoya

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Failure analysis and size optimization of CFRP composite single-lap bonded joints based on the influence of multiple parameters by Kang Yang, Ziyi Liu, Xin Qi, Pengyang Li, Shude Ji, Peng Liu, Zhipeng Liu

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Access to pediatric extracorporeal membrane oxygenation: a geospatial analysis of the racial/ethnic composition of areas with and without access by Zoel A. Quiñónez, Kathleen Ryan, Tristan D. Margetson, Elisabeth Grosvenor, Charlotte D. Smith, Laura M. Diaz, Angel Benitez-Melo, Seth Hollander, Danton Char

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