Determining the components of the psychophysical readiness of police officers to use service firearms under martial law conditions by M. O. Borovyk, A. V. Nadutyi, B. P. Lukin

“…The algorithm for applying coercive police measures proposed by the UN hs been considered, that is communication – persuasion – physical force – special means – firearms. …”
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Evaluation Method of Innovative Education Model of E-Commerce Video Live Broadcast Based on Big Data Analysis Technology by Huili Liu, Ou Bai

“…This paper uses neural network algorithm based on machine learning to predict and compare students’ online course learning. …”
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Fully Noncontact Wave Propagation Imaging in an Immersed Metallic Plate with a Crack by Jung-Ryul Lee, Jae-Kyeong Jang, Cheol-Won Kong

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Assessment of Urban Water Supply System Based on Query Optimization Strategy by Shibao Lu, Yizi Shang, Wei Li, Zhimin Wang

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Numerical Experiment for the Calculation of Normal Contact Stress in the Deformation Center when Rolling a Metal Strip by Yavtushenko A. V., Protsenko V. M., Bondarenko Y. V., Kirichenko A. G., Ping F. Y.

“…The epures were constructed and a comparative analysis of the formulas used to calculate the normal contact stresses in the deformation center was carried out. …”
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On regression approach to forecasting passenger demand in railway transport by G. L. Venediktov, V. M. Kochetkov

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Autonomous air combat decision making via graph neural networks and reinforcement learning by Lin Huo, Chudi Wang, Yue Han

“…Abstract With the rapid advancement of technology, aerial interaction patterns have become increasingly complex, making intelligent air combat a prominent and cutting-edge research area in multi-agent systems. In this context, the dynamic and uncertain nature of large-scale air combat scenarios poses significant challenges, including scalability issues, computational complexity, and decision-making difficulties in multi-agent collaborative decision-making. …”
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Hydrodynamic optimisation of a horizontal-axis hydrokinetic turbine for the River Ganga using a semi-analytical approach by Kripal, Anoop Kanjirakat

“…The turbine configuration was determined using a rotor optimisation tool integrating a genetic algorithm with a semi-analytical blade-element momentum theory. …”
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Optimizing Automated Negotiation: Integrating Opponent Modeling with Reinforcement Learning for Strategy Enhancement by Ya Zhang, Jinghua Wu, Ruiyang Cao

“…Meanwhile, the relationship classification results are used to adjust the discount factor within a Q-learning negotiation algorithm. Finally, we conducted a series of experiments, and comparative analysis demonstrates that our proposed model outperforms existing negotiation frameworks in terms of negotiation efficiency, utility, and fairness.…”
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Evaluation of Contemporary Computational Techniques to Optimize Adsorption Process for Simultaneous Removal of COD and TOC in Wastewater by Areej Alhothali, Hifsa Khurshid, Muhammad Raza Ul Mustafa, Kawthar Mostafa Moria, Umer Rashid, Omaimah Omar Bamasag

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Confocal laser scanning microscopy for the diagnosis of dysplastic nevus of the skin by A. V. Sokolova, N. P. Malishevskaya

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COMPARISON OF ECONOMIC EFFECTIVENESS BETWEEN TROLLEY AND BUS OPERATION PROCESS ACCORDING TO ECOLOGICAL FACTOR by Yu. O. Glushkova, A. V. Pahomova, A. R. Asoyan

“…Such methods as index, comparison methods and methods of analytical calculations and dynamic series analysis are applied in the research.Results. As a result, the algorithm of the transport mode choosing and step by step instructions of the comparison, wherein the integrated approach to the assessment of performance, was established. …”
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Calculation of spatial target coordinates in range-difference passive radars by the Levenberg – Marquardt method by A. A. Dmitrenko, S. Y. Sedyshev, Y. У. Kuleshov, A. A. Bogatyrev

“…This article studies and analyzes the results of applying numerical iterative methods for solving nonlinear equation systems (Newton, modified Newton's method, gradient descent, sequential iterations, Levenberg – Marquardt), compiled and used to calculate the rectangular spatial coordinates of radio emission sources in range-difference passive radars of various configurations (incorporating from 3 to 4 receiving points). The aim of the research was to determine the optimal number of receiving points and to select the most effective algorithm for coordinate transformations of the vector of observed parameters (a set of range difference estimates from radio emission sources to the corresponding pairs of receiving points) into the vector of measured parameters (rectangular spatial coordinates). …”
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Radial Basis Neural Network Construction and Training for Telegraph-Code Structure Reception by D. A. Chistoprudov, V. A. Kozlov, M. R. Bibarsov, D. A. Potyagov, N. Ya. Karasik

“…The use of neural network classification algorithms for solving the problem of receiving telegram-code structures is considered. …”
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The Usage of Artificial Intelligence (Artificial Intelligence) as material for consideration of the judge's decision In the Criminal Justice System in Indonesia by Syamsul Fatoni, Erma Rusdiana

“…This study evaluates the integration of artificial intelligence in the judicial processes, focusing on how technology can promote fairness in the Indonesian Criminal Justice system, where there are no specific guidelines for using AI in legal proceedings. The research follows a normative legal approach, analyzing laws and court cases and comparative methods using various legal sources and qualitative analysis methods. …”
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Analytical framework for household energy management: integrated photovoltaic generation and load forecasting mechanisms by Zhenping Xie, Yansha Li

“…The KNN-MBP algorithm reduces the RMSE by 50.36% compared to the MBP algorithm through weather classification. …”
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Study on Simplified Model and Numerical Solution of High-Speed Angular Contact Ball Bearing by Guang Zeng, Chunjiang Zhao, Xiaokai Yu, Biao Sun, Zhigang Xiao, Qiang Bian, Bingyang Liu

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Multi-channel time division multiple access timeslot scheduling with link recovery for multi-hop wireless sensor networks by Junhee Lee, Wun-Cheol Jeong, Byeong-Cheol Choi

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Molecular Dynamics Simulation Calculation Method for Elasticity and Plasticity of Metal Nanostructures by Kunrong Zeng, Kaifeng Chen

“…Surface plasmon research is an emerging discipline. In this paper, based on the CPU algorithm and the GPU algorithm for the extraction of pressure and single-atom average potential energy, time tests and error analysis of different molecular scales are carried out. …”
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QUANTIFICATION OF ECTOPIC FAT DEPOTS IN PATIENTS WITH CORONARY HEART DISEASE by A. N. Kokov, N. K. Brel, V. L. Masenko, O. V. Gruzdeva, Yu. A. Dyleva, E. V. Belik, O. L. Barbarash

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