Regularized K-Means Clustering via Fully Corrective Frank-Wolfe Optimization by Ahmed Yacoub Yousif, Basad Al-Sarray

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Diagnosis and surgical treatment of complicated acute necrotizing pneumonia in children (literature review) by A.F. Halahan

“…The objective of this research is to conduct an analytical review of the literature on the etiopathogenesis, diagnosis, and treatment of this pathology to highlight the main problems in diagnosing and treating children with acute necrotizing pneumonia. …”
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Modern Aspects of the Treatment of Acute Bacterial Postoperative Endophthalmitis by V. N. Kazajkin, V. O. Ponomarev, H. P. Takhchidi

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The authors would like to thank the staff of the Organisation of Transportation and Transport Management Department by B. S. Trofimov, I. S. Trofimova

“…The methodological basis of theoretical and experimental research is system analysis and logical analysis.Results. …”
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Cutting guides in mandibular tumor ablation: Are we as accurate as we think? by Omar Suhaym, Loren Moles, Nicholas Callahan

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First results of acoustic tags using for studies of migrations of siberian taimen Huho taimen (Salmonidae) in the Tugur River basin (northwestern Okhotsk Sea) by S. E. Kulbachnyi, N. V. Kolpakov, O. A. Kudrevskyi

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Riemannian Manifolds for Biological Imaging Applications Based on Unsupervised Learning by Ilya Larin, Alexander Karabelsky

“…Graph structures are the main approaches to non-Euclidean manifolds. Graph-based segmentation has a long history, e.g., the normalized cuts algorithm treated segmentation as a graph partitioning problem—but only recently have such ideas merged with deep learning in an unsupervised manner. …”
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Ground Based Cloud Recognition with an Anchor Free Method by LI Yichao, GUO Rui, ZHANG Shaodi, SHOU Zefeng, CHEN Jing, LIU Yifei

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Diagnosis and management of metabolic dysfunction- associated steatotic liver disease in South Asians- A clinical review by Prajith Raj Ramesh, Priya Krishnan, Samyuktha Prabu, Varshini Srinivasan, Varalakshmi Niranjan

“…More research is needed to formulate guidelines and algorithm that are specific for the South Asian population.…”
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Hierarchical Embedded System Based on FPGA for Classification of Respiratory Diseases by Trong-Thanh Han, Kien Le Trung, Phuong Nguyen Anh, Anh Do Trung

“…Objectives: This research aims to design and develop a hierarchical embedded system that utilizes respiratory sound features for diagnosing COPD and other respiratory disorders. …”
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Thermal performance optimization of 10 kV dry-type transformer: A dual-strategy approach combining silicone rubber-enhanced insulation material and air gaps redesign by Yichen Zhu, Zhibin Qiu, Ruiwen Wu

“…Due to its wide application in the power industry, silicone rubber has the potential to overcome this limitation, but it has been rarely discussed in previous studies. In this work, two main research themes are studied. The first is proposing a heat dissipation optimization by the substitution of high-performance silicone rubber for epoxy resin (EP). …”
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A new approach to foam flooding modelling with novel parameter Estimation techniques by Hamed Hematpur, Seyednooroldin Hosseini, Syed Mohammad Mahmood, Reza Abdollahi, Zakaria Hamdi, Reza Ghamarpoor

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THE ROLE OF ORGANIZATIONAL AND ECONOMIC MECHANISM OF STRATEGIC COMPANY MANAGEMENT IN THE NATIONAL ECONOMY by О. Parfentieva, А. Grechan, A. Bezuglyi, К. Kompanets, О. Salimon

“…The study showed that the main purpose of strategic company management is to maximize its value to shareholders. …”
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Edge computing-based ensemble learning model for health care decision systems by Asir Chandra Shinoo Robert Vincent, Sudhakar Sengan

“…Improved patient conditions and enhanced Decision-Making Systems (DMS) for healthcare professionals are the primary objectives of the Clinical Decision Support System (CDSS) recommended in this research article. The main drawback of traditional Machine Learning (ML) techniques is their failure to predict reliably. …”
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Economic Dispatch of Microgrid in Southwest China Based on Two-Stage Robust Optimization by Mingkui WEI, Quan ZHOU, Hong ZHOU, Shaorong CAI, Li JIANG, Liang LU, Wenju LIANG, Li SHEN, Qi LI

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Collaborative Planning for Distribution Network and PV-ESS in the Marketization Environment by Ping RAO, Yue XIANG, Haotian YAO, Youbo LIU, Junyong LIU

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Characteristics of the level of athletes' sports preparedness in freestyle wrestling by Bakytbek Konakbayev, Raisa Bekembetova, Omirzhan Bekturganov, Mukhtar Yeskaliyev, Dinara Zhunisbek

“… Introduction: This article deals with the issue of a comprehensive approach to researching the level of athletic fitness of freestyle wrestlers based on the results of competitive activity, in the laboratory and training process. …”
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Robust Extrinsic Calibration for LiDAR-Camera Systems via Depth and Height Complementary Supervision Network by Chen Yaqing, Wang Huaming

“…However, conventional calibration methods are laborious and require dedicated data collection. Although recent research has shown the potential of learning-based solutions for end-to-end use, existing methods tend to focus on feature matching rather than geometric constraints, leading to inefficiency and instability in traffic scenarios with various disturbances. …”
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The Impact of Assimilating Ionosphere and Thermosphere Observations on Neutral Temperature Improvement: Observing System Simulation Experiments Using EnKF by Jianhui He, Xinan Yue, Zhipeng Ren

“…Such observations are ingested into the coupled ionosphere and thermosphere model based on our developed ensemble Kalman Filter data assimilation systems on the basis of the ensemble Kalman filter algorithm and the National Center for Atmospheric Research Thermosphere Ionosphere Electrodynamics General Circulation Model. …”
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The Impact of Digitalization on Public Administration, Economic Development, and Well-Being in the EU Countries by Armenia Androniceanu, Irina Georgescu, Oana Matilda Sabie

“…Originality: Four clusters have been identified by means of the K-Means clustering algorithm. All four clusters are well determined, with cluster 1 including the three Nordic countries ranking first, followed by cluster 3 of well-developed countries and cluster 4 containing mainly emerging economies.   …”
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