Improving the combat capability of small police tactical groups by I. V. Vlasenko, I. P. Lykhyi, Ya. O. Slatin

“…The paper uses a scientific approach to improving the combat capability and tactics of small tactical groups. The following methods are used in the article: analysis, analysis of primary sources, comparative analysis, statistical and mathematical analysis, survey, expert survey, optimisation and approximation, graphical method of formations and method of optimisation of the commander’s location in a small tactical group, and method of experimental research. …”
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Optimization Methodology for Meningioma and Acoustic Neuroma Detection Model Based on DCGAN by CHEN Jingcong, RAN Fengwei, ZHANG Haowei, LIU Ying

“…Establishing an automatic tumor detection model using deep learning methods can effectively reduce the subjectivity of manual diagnosis, decrease missed diagnosis rates, and improve work efficiency. …”
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Machine Learning Techniques for Uncertainty Estimation in Dynamic Aperture Prediction by Carlo Emilio Montanari, Robert B. Appleby, Davide Di Croce, Massimo Giovannozzi, Tatiana Pieloni, Stefano Redaelli, Frederik F. Van der Veken

“…We evaluated these approaches to determine the most effective method for reliable uncertainty estimation in dynamic aperture predictions using machine learning techniques.…”
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Osteoplastic biomaterials from organic and mineral components of the bone matrix: a literature review by Pavel А. Markov, Petr S. Eremin, Elena S. Berezkina, Marina V. Volkova, Irina A. Usova, Ilmira R. Gilmutdinova

“…The ability to constantly renew bone tissue determines the healing of fractures and the adaptation of bones to mechanical loads. …”
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STRATEGIC COMPETENCE AS A GUARANTEE OF PROFESSIONAL ACTIVITY OF A MODERN IT SPECIALIST by Volkova Nataliia, Oliinyk Iryna, Karpova Maryna

“…The experience of organizing and implementing university training for future IT specialists shows that a high level of strategic competence makes it possible to choose and prepare the right hardware and software, rational methods for solving professional tasks, allows for the modernization of IT infrastructure, optimization of IT efficiency for innovation. …”
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Aplicación de técnicas estadísticas multivariadas en perfilación y segmentación by Milton Januario Rueda Varon, Luz Marina Moya-Moya, Moises Aranda-Silva

“…By using this methodology we can optimize the determination of segments and the profiling of a set of variables. …”
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THE INVESTIGATIONS ON HEAT TRANSFER AND PARTICULATE CONCENTRATION IN PLASMOCHEMICAL REACTORS by ŽydrÅ«nas Kavaliauskas, Giedrius GeceviÄius

“… During the inactivation of various organic wastes by conventional thermal methods (distillation, desorption), the process temperature is lower than 1300-15000 C. …”
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Quick-Response Model for Pre- and Post-Disaster Evacuation and Aid Distribution: The Case of the Tula River Flood Event by Francisca Santana-Robles, Eva Selene Hernández-Gress, Ricardo Martínez-López, Isidro Jesús González-Hernández

“…<i>Background</i>: In the context of humanitarian logistics, efficiently evacuating people from disaster-stricken areas is a complex challenge. …”
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Recombinant adeno-associated virus 2-mediated miRNA-199 suppression vector alleviates dextran sulfate sodium-induced ulcerative colitis in mice by Wang Shanshan, Zhao Yu

“…Methods: Different transfection methods and transfection times were found to be the most effective for mouse colonic tissue. …”
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Specifics of predicting the profitability of individual bank products based on machine learning by Inna Strelchenko, Dmytro Stognii, Anatolii Strelchenko

“…It explores the use of machine learning to build adaptive predictive models that can identify hidden patterns in financial data and provide more accurate estimates of the future profitability of banking products. The efficiency of key algorithms, including linear and logistic regression, decision trees, ensemble methods and neural networks, is analyzed. …”
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Automatic Aortic Valve Extraction Using Deep Learning with Contrast-Enhanced Cardiac CT Images by Soichiro Inomata, Takaaki Yoshimura, Minghui Tang, Shota Ichikawa, Hiroyuki Sugimori

“…Two approaches, namely, segmentation and object detection, were compared to determine their accuracy. Materials and Methods: A dataset of 32 contrast-enhanced cardiac CT scans was analyzed. …”
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Mechanistic insights from the atomic-level quaternary structure of short-lived GPCR oligomers of the human secretin receptor in live cells by Michael R. Stoneman, Thomas D. Killeen, Koki Yokoi, Gabriel Biener, Sanam Bista, Dhruba P. Adhikari, Sadia Rahman, Kaleeckal G. Harikumar, Laurence J. Miller, Ionel Popa, Valerică Raicu

“…Yet, quaternary structure information is not captured by current methods; nor can those methods determine structure within living cells. …”
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Enhancing Pneumonia Diagnosis Through AI Interpretability: Comparative Analysis of Pixel-Level Interpretability and Grad-CAM on X-ray Imaging With VGG19 by Mohammad Ennab, Hamid Mcheick

“…The study evaluates these interpretability methods across multiple dimensions: computational efficiency, diagnostic performance, explanation continuity, calibration accuracy, robustness to training parameters, and feedback from medical experts. …”
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Flavonoids in Different Parts of Lysimachia clethroides Duby Extracted by Ionic Liquid: Analysis by HPLC and Antioxidant Activity Assay by Jin-feng Wei, Zhi-juan Zhang, Li-li Cui, Wen-yi Kang

“…To establish methods for simultaneous determination of isoquercitrin, astragalin in leaves, quercetin, and kaempferol in flowers of Lysimachia clethroides Duby, respectively, the methods were ultrasound-assisted extraction combined with RP-HPLC, and ionic liquid was used as the extraction solvent. …”
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Interleaving between Ant Colony Optimization and Tabu Search for Image Matching by Ghusoon Basheer

“…Different non – traditional   methods are  used for solving this kind of  problem. …”
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Analyzing the quality evaluation of college English teaching based on probabilistic linguistic multiple-attribute group decision-making by Ruoxi Hu, Qingmao Wang

“…A scientific evaluation system encourages teachers to refine their teaching methods, enhances teaching efficiency, and provides data support for curriculum optimization, thereby continuously improving the quality of college English teaching to meet students' academic and career development needs. …”
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Stability Rating of Mine Rock Slope Based on Artificial Intelligence by Hao Li

“…In recent years, rapidly developing artificial intelligence methods not only have the characteristics of highly nonlinear mapping, self-organization, and self-adaptation but also mostly apply probability optimal strategy and, hence, bypass the problem of solving function derivatives, having higher efficiency and feasibility in solving the problems of global optimal solution and local optimal solution. …”
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Psychopathological manifestations of endogenous psychoses in remission / intermission state as a predisposal factor to personological transformations (comparative analysis) by M. Ye. Khomitskyi

“…To make the correct diagnosis at the onset of endogenous illness is a significant factor for adequate and successful further therapeutic and social rehabilitation measures, which determine the medical and social prognosis and the quality of patients’ life. …”
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The Relevance of Computer Science and Arabic Language Learning Technology in Supporting Arabic Language Learning from The Perspective of Israel Scheffler by Muhammad Fadli Ramadhan, Suhayib Suhayib, Ichwanul Muttaqin, Mawadda Warahmah

“…Digital technologies, such as AI and interactive applications, have revolutionized learning methods, enabling more responsive and effective curricula and teaching methods. …”
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Novel design of magnetization and study of magnetic force characteristics of annular Halbach permanent magnet electrodynamic wheel by CHEN Yihao, LIANG Le, LIU Xin, DENG Zigang

“…The study investigated the basic principle of the permanent magnet wheel structure modified by introducing new magnetization methods. A three-dimensional finite element model was created to determine the optimal size of each structure through a solving process that incorporates two performance indexes: the levitation-to-weight and levitation-to-drag ratios. …”
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