Principal Component Analysis for Weighted Data in the Procedure of Multidimensional Statistical Forecasting by V. V. Nikitin, D. V. Bobin

“…Purpose of the research. Let’s assume that the dynamics of the state of some object is being investigated. …”
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Clinical and psychological aspects of hypoglycemia in patients with diabetes mellitus by Olga Georgievna Mel'nikova, Alexander Yur'evich Mayorov

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E-FCNN Based Electric Power Inspection Image Enhancement by Wanrong BAI, Xun ZHANG, Xiaoqin ZHU, Jixiang LIU, Qiyu CHENG, Yan ZHAO, Jie SHAO

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Buoy and Winch Collaborative Control System Based on Deep Reinforcement Learning by Yang Gu, Jianjun Ni, Zaiming Geng, Bing Zhao, Haowen Yang

“…The main contributions include the development of two simulation environments for training DRL agents, designing a reward function to guide the exploration process, proposing a buoy control algorithm based on the discrete soft actor-critic (SAC) algorithm, and proposing a winch cable length prediction algorithm based on a lightweight transformer model. …”
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PHYSIOTHERAPY MANAGEMENT IN PATIENTS IN THE EARLY POSTOPERATIVE PERIOD IN THE ORTHOPAEDIC-TRAUMALOGICAL PRACTICE by Denitsa Vasileva

“…The effectiveness of the proposed algorithm should be investigated in future research.…”
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Models, systems, networks in economics, engineering, nature and society by N.D. Pechalin

Pest Identification and Counting of Yellow Plate in Field Based on Improved Mask R-CNN by Minxi Rong, Zhizheng Wang, Bin Ban, Xiaoli Guo

“…Insect identification is the basis of insect research and disaster control and is of great importance for the design of pest control strategies and the protection of beneficial insects. …”
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Analysis, Optimization, and Hardware Implementation of Dipole Antenna Array for Wireless Applications by Norun Abdul Malek, Rob D. Seager, James A. Flint, Zuhairiah Zainal Abidin

“…In this paper, a 2 by 2 dipole antennas with an RF beamforming circuit has been designed to steer the main beam along the azimuth plane. The main beam coverage from 100° to 140° with a step size of 10° has been successfully optimized using a hybrid of the induced EMF method and a genetic algorithm. …”
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VELOCITY GRADIENT OF THE FLOOR EXERCISE by Marina Petrova, Bonka Dimitrova

“…The basic motor habits differ only as regards the specificity of the particular apparatus. The aim of the research is to establish the role of the velocity gradient for the learning algorithm in a multi-annual aspect and on floor exercise. …”
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Classification Prediction of Rockburst in Railway Tunnel Based on Hybrid PSO-BP Neural Network by Min Zhang

“…First, 90 groups of existing rockburst examples are selected as the basic data of the mode based on the research results at home and abroad. Then, the BP neural network is improved by using particle swarm optimization (PSO) combined with the simulated annealing algorithm. …”
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Ensemble-Based Neighborhood Attribute Reduction: A Multigranularity View by Yuan Gao, Xiangjian Chen, Xibei Yang, Pingxin Wang, Jusheng Mi

“…This paper proposes an algorithm based on the multigranularity view. To construct a framework of multigranularity attribute reduction, two main problems can be addressed as follows: (1) The multigranularity structure can be constructed firstly. …”
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Power Management Controller for Microgrid Integration of Hybrid PV/Fuel Cell System Based on Artificial Deep Neural Network by Abdulbaset Abdulhamed Mohamed Nureddin, Javad Rahebi, Adel Ab-BelKhair

“…Based on the investigation report, an algorithm is proposed for an advanced maximum power point tracking (MPPT) controller. …”
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NON-FINANCIAL REPORTING IN THE CONTEXT OF EUROPEAN INTEGRATION: TRANSFORMATION, CHALLENGES AND PROSPECTS by Oksana Nesterenko, Alina Kyzym

“…To achieve this goal, the study provides for the solution of the following tasks: research and characterization of the methods of preparation of non-financial reporting; development of an algorithm for preparation, formation and disclosure of integrated reporting; identification of the main problems and challenges arising in the preparation of reporting in accordance with international standards and recommen­dations for their leveling. …”
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Estimation of Polarization and Spatial Parameters of a Radio Source Signal Using Triorthogonal Antenna by G. S. Gribov

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ResNet-Driven Joint Decision-Making for VVC Optimization via Gradient Search by Fangmei Liu, Jiyuan Wang, Qiuwen Zhang

“…The proposed dynamic decision-making mechanism coordinates coding unit hierarchy configuration with spatial prediction modalities, achieving Pareto efficiency in computational resource allocation. The algorithm consists of two main components: a fast CU partitioning module and an intra-mode selection module. …”
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Retracted: Cable tunnel unmanned aerial vehicle location and navigation method based on ultra wideband and depth camera fusion by Guanghua He, Xueling Huang, Yahui Xu, Jun Qin, Ke Sun

“…By using UWB localization algorithm and depth camera fusion, the positioning and navigation methods of UAVs are determined and compared with the positioning algorithm based on optical flow. …”
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Demand Prediction of Emergency Supplies under Fuzzy and Missing Partial Data by Ming Zhang, Hanlin Wu, Zhifeng Qiu, Yifan Zhang, Boquan Li

“…The main contributions of this study are summarized as follows. (1) In view that it is difficult for the turning point of the whitenization weight function to determine fuzzy data, two computational formulas solving “core” of fuzzy interval grey numbers were proposed, and the obtained “core” replaced primary fuzzy information so as to reach the goal of transforming uncertain information into certain information. (2) For partial data missing, the improved grey k-nearest neighbor (GKNN) algorithm was put forward based on grey relation degree and K-nearest neighbor (KNN) algorithm. …”
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Educational Information System Optimization for Artificial Intelligence Teaching Strategies by Taotang Liu, Zhongxin Gao, Honghai Guan

“…Under the background of the information age, scientific research and engineering practice have developed vigorously, resulting in many complex optimization problems that are difficult to solve. …”
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TACTICS OF THE PATIENT MANAGEMENT IN THORACIC AORTA DILATION: SELECTION THE ASSESSMENT METHOD, RESULTS EVALUATION by E. B. Luneva, E. G. Malev, A. S. Rudoy, E. V. Zemtsovsky

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Quantification and qualification of complication risks at use of non-steroid anti-inflammatory drugs as a basis for recommendations on their use and prophylaxis by Andrey Evgenyevich Karateev

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