Construction of a sleep staging prediction model for obstructive sleep apnea patients based on hypoxia parameters by YANG Mengdie，PENG Cheng，CUI Yiran，XU Shaorong，WANG Yan

“…The ANN model was constructed using a feed-forward structure incorporating a multilayer perceptron（MLP）with a back-propagation algorithm. …”
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Effect of graphite filler on the physiochemical properties of graphite reinforced thermoset rooflite – unsaturated polyester resin composites by M. Karunakaran, Ravi Subban, A. Thangamani, Chinnaswamy Vijayakumar Thangavel

“…The composites showed fractured surfaces and porous rough structure with randomly distributed vascularized cavities. …”
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Analysis of the use of digital technologies at enterprises of the shipbuilding industry of the military-industrial complex by Lipatnikov Vitalii, Smirnova Ol'ga, Lebedkin Pavel

“…Its purpose was to analyze the structure of digitalization of shipbuilding enterprises of the MIC at present and to identify key aspects of this process. …”
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A Dynamic Kalman Filtering Method for Multi-Object Fruit Tracking and Counting in Complex Orchards by Yaning Zhai, Ling Zhang, Xin Hu, Fanghu Yang, Yang Huang

“…By optimizing the network structure, the improved YOLO detection model provides high-quality detection results for subsequent tracking tasks. …”
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Conceptualizing the Facilitators and Barriers of Successful Multidisciplinary Teamwork Within the Reablement Process: A Scoping Review by Gibson C, Landry MD, Tuntland H

“…Six main themes were identified: (1) multidisciplinary teamwork for quality service development, (2) dynamics of multidisciplinary collaboration, (3) professional autonomy and reflective practice, (4) towards a flat organizational structure and shared goals, (5) openness and flexibility of developing new cultures, and (6) open and frequent communication for success. …”
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Features of the Surface and Subsurface Waves Application for Ultrasonic Evaluation of Physicomechanical Properties of Solids. Part 1. Influence of the Geometrical Parameters by A. R. Baev, A. L. Mayorov, M. V. Asadchaya, V. N. Levkovich, K. G. Zhavoronkov

“…Application of surface and subsurface waves for control of objects with a double-layer structure allows to extend possibilities of diagnostics of their physico-mechanical properties. …”
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The impact of conversion rate fluctuations on emerging financial markets: an econometric study for the period (2013–2024) by Meriem G., Soumia B.

“…Long-term analysis also reveals that interest rates negatively influence the market index, whereas inflation showed an insignificant impact within the model’s structure. These findings align with existing literature and reinforce the role of currency stability in enhancing capital market growth in emerging economies. …”
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Exploratory and Confirmatory Factor Analysis of the Arabic Medical Outcomes Study-Social Support Survey-6 among Saudi Adults by Mohsen M. Alyami, Abdulsalam A. Alasmari

“…Exploratory factor analysis (EFA) was conducted on 50% of the sample, using maximum likelihood with varimax rotation to identify factor structure. Confirmatory factor analysis (CFA) validated the model in the other 50%, with fit assessed through RMSEA, SRMR, CFI, TLI, and other indices. …”
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Effectiveness analysis of external heating system of gauge tank of pumping unit using exhaust piping of the IC engine by S. О. Kireev, V. N. Stepanov, M. V. Korchagina, A. V. Yefimov

“…The study has revealed poor effectiveness of the considered structure. The data analysis allows us to offer an improved design of the gauge tank heating. …”
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Effect of professional events on competences for encouraging reading literacy by Polona Vilar, Sabina Fras Popović

“…The design of the questionnaire structure was linked to the impact assessment. Results: Understanding the concepts of motivation, self-confidence, belonging and meaning is crucial in strengthening the competences of professional staff. …”
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The presence of early childhood caries among the members of different ethnic groups of the South Bačka District by Tušek Ivan, Carević Momir, Tušek Jasmina

“…Epidemiological data on the different ethnic groups were obtained by interviewing the parents of the examined children. …”
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Conflict competence of students of the educational environment of a higher educational establishment: a study of the formation dynamics by I. V. Belasheva, M. I. Plugina, M. L. Esayan

“…To present the system-level structure of conflict competence and study the interrelations and differences in its components in students in the context of studying at a university.Material and methods. …”
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Quality of life identification by unsupervised cluster analysis: A new approach to modelling the burden of endometriosis. by Alexandre Vallée, Maxence Arutkin, Pierre-François Ceccaldi, Jean-Marc Ayoubi

“…K-means, a major clustering algorithm, was performed to show structure in data and divide women into groups based on the burden of endometriosis. …”
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Friction Stress Analysis of Slag Film in Mold of Medium-Carbon Special Steel Square Billet by Xingjuan Wang, Xulin Si, Liguang Zhu, Tianshuo Wei, Xuelong Zheng

“…Based on the three-layer structure of the casting powder in the mold, the frictional stress in the mold was calculated and analyzed by using the relationship between the frictional stress and the thickness and viscosity of the liquid slag film, and the lubrication state between the cast billet and the mold was evaluated. …”
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Distributional equality in Ethereum? On-chain analysis of Ether supply distribution and supply dynamics by Tom Celig, Tim Alvaro Ockenga, Detlef Schoder

“…However, the status quo and dynamics of wealth distribution, especially after these changes in governance structure, remain unclear. By utilizing a rich dataset spanning the entire Ethereum history from July 2015 to December 2024, we analyze the balances across address groups of different sizes and the role of key economic activities and infrastructure components within Ethereum, such as exchanges, DeFi platforms, and staking. …”
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Community-based surveillance of Chagas Disease: Characterization and use of Triatomine Information Posts (TIPs) in a high-risk area for triatomine reinfestation in Latin America. by Valéria Carla Faria Amaral, Millena Vieira Simões de Freitas, Gustavo Libério de Paulo, Silvia Ermelinda Barbosa, Janice Maria Borba de Souza, Bruno Silva Amaral, Liléia Gonçalves Diotaiuti, Raquel Aparecida Ferreira

“…For the first time in the scientific literature, a study is dedicated to characterizing TIPs operationally, structurally, and functionally, as well as understanding the factors that hinder their sustainability.…”
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Physical property-aware multi-UAV spatial coordination for energy-efficient mobile edge computing by Fengling Huang, Xuqi Su, Quanbao Wang, Fusen Guo

“…In light of the problem’s inherent nonconvex structure and computational intractability, we introduce a collaborative multi-operator Differential Evolution (DE) variant algorithm with a semi-adaptive strategy, termed CSADE. …”
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Reliability and validity of the Turkish version of oral health impact profile for edentulous subjects by Canan Bural, Onur Geckili, Ozge Erdogan, Kıvanç Bektaş Kayhan, Suleyman Cagatay Dayan

“…This showed that factorial analysis could be applied to the data set. The three-factor structure of the scale explained 81.1% of the observed variance. …”
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Small-scale variations in spider and springtail assemblages between termite mounds and the surrounding grassland matrix by Hannelene Badenhorst, Charles Richard Haddad, Charlene Janion-Scheepers

“…However, little is known about the influence of these mounds on the arthropod assemblage structure in the surrounding grassland matrix, and whether the mounds represent ecological islands. …”
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How will mandatory nutrition and ingredient labelling affect the wine industry? A quantitative study of producers’ perspectives by Evelyn Pabst, Gergely Szolnoki, Simone Mueller Loose

“…Keywords: Nutrition labelling, Ingredient lists, Production costs, Competitive advantage, Wine industry structure, Expected consumer reaction…”
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