Enhancing knee osteoarthritis detection with AI, image denoising, and optimized classification methods and the importance of physical therapy methods by Burak Bugday, Harun Bingol, Muhammed Yildirim, Bilal Alatas

“…In this way, it is aimed to bring together different features of the same image. Then, feature selection was made using the neighborhood component analysis (NCA) method for the developed system to produce more successful results, and the optimized feature map was classified into six different classifiers. …”
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GPU-Based Parallel Particle Swarm Optimization Methods for Graph Drawing by Jianhua Qu, Xiyu Liu, Minghe Sun, Feng Qi

“…Two PSO procedures have different data structures and strategies. The performance of the proposed methods is evaluated through several different graphs. …”
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Electricity Price Calculation Method Based on Customer Reliability Demand Difference by LI Hao, WU Ya-xiong, GAO Chong, CAO Hua-zhen, WANG Zi-jun, WANG Cheng-min

“…Then, the capacity electricity price is adjusted based on the reliability demand elements and distance elements of the power users, and the electricity price is adjusted based on the mathematical model of the optimal income of the grid company. Finally, taking the research results of the reliability demand difference of a certain city as an example, the reliability electricity price calculation is carried out to verify the feasibility and effectiveness of the method in this paper.…”
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Homogeneity Test of Many-to-One Risk Differences for Correlated Binary Data under Optimal Algorithms by Keyi Mou, Zhiming Li

“…The paper mainly studies homogeneity test of many-to-one risk differences from correlated binary data under optimal algorithms. …”
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Agricultural consumer Internet of Things devices: Methods for optimizing data aggregation by Hanan Abdullah Mengash, Hany Mahgoub, Asma Alshuhail, Abdulbasit A. Darem, Jihen Majdoubi, Ayman Yafoz, Raed Alsini, Omar Alghushairy

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Therapeutic collaboration (compliance): Content of the definition, mechanisms of formation, and methods of optimization by D.S. Danilov

“…There are data on the efficiency of current methods for optimizing therapeutic compliance. The quality of compliance in different diseases is discussed.Recommendations are given to improve its quality in cardiovascular, chronic infectious diseases, cancers, skin, neurological, and mental diseases in children and elderly patients.…”
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Adaptive Optimization and Dynamic Representation Method for Asynchronous Data Based on Regional Correlation Degree by Sichao Tang, Yuchen Zhao, Hengyi Lv, Ming Sun, Yang Feng, Zeshu Zhang

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Rate optimization using low complex methods with reconfigurable intelligent surfaces by Saber Hassouna, Muhammad Ali Jamshed, Masood Ur Rehman, Muhammad Ali Imran, Qammer H. Abbasi

“…The data rate performance of the SDR method is higher than the power method and less than the STM method but with higher computational complexity, more than 6 million complex operations, and 50 ​min of runtime calculations compared with the other STM and power optimization methods.…”
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Advantages, disadvantages and optimization of organ-sparing methods for uterine fibroids treatment by A. L. Tikhomirov, V. V. Kazenashev, O. V. Maksimova, M. V. Maminova, N. L. Davydenko, N. V. Rurua, T. A. Sonina

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Using Different Angles of Rotating Blades Using the Finite Element Method by Hassan Ali Hassan, Ahmad Soheili Mehdizadeh

“…Therefore, in this research, an L-shaped blade sample was designed for a rotator using a Biomimetic method. Due to the extensive research that has been done in the world in the field of manufacturing different types of rotators with a rotating agitator mechanism, therefore, it is necessary to study and optimize the rotator blades according to Iranian conditions. …”
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An artificial intelligence and machine learning-driven CFD simulation for optimizing thermal performance of blood-integrated ternary nano-fluid by Mohib Hussain, Du Lin, Hassan Waqas, Qasem M. Al-Mdallal

“…However, conventional methods for modelling and optimizing these frameworks frequently encounter challenges owing to their intricacy and the multitude of interconnected variables. …”
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Research on Optimal Charge Structure Selection and Active Control Methods for Subgrade Bench Blasting Based on Multi‐Objective Optimization by Sun Yong, Zhang Zhongshuai, Tian Chenglin, Wang Qingbiao, Shi Zhenyue, Wang Keyong

“…ABSTRACT To reduce the peak vibration velocity (PPV) of subgrade bench blasting vibration, the control variable method was used to analyze the blasting effect of different charging methods. …”
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Normalized square difference based multilevel thresholding technique for multispectral images using leader slime mould algorithm by Manoj Kumar Naik, Rutuparna Panda, Ajith Abraham

“…The contributions are many fold – i) a NSD based multilevel thresholding method is proposed using the gray level and normalized square difference (GLNSD) 2-D histogram with reduced computation; ii) LSMA is suggested; iii) 23 classical and 6 modern composition test functions from the IEEE CEC 2014 test suite are considered for evaluation of LSMA; iv) experiments on multispectral images are presented. …”
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Economic Operation Optimization for New Energy Microgrid Based on Deterministic Method by Yingshuang SUN, Cong LUO, Leyi GE

“…Moreover, the deterministic method has advantages of fast convergence speed and short iteration time for solving the optimization model of microgrid.…”
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Optical classification of images at different wavelengths using spectral diffractive neural networks by G.A. Motz, D.V. Soshikov, L.L. Doskolovich, E.V. Byzo, E.A. Bezus, D.A. Bykov

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Reconfigurable intelligent surface assisted resource optimization method for heterogeneous network by Xianhao SHEN, Ziling ZENG, Shaohua NIU

“…For reconfigurable intelligent surface (RIS)-assisted heterogeneous network slicing, a resource optimization method with joint resource allocation and phase shift optimization was proposed.A joint optimization problem with different objectives was constructed for different services in heterogeneous networks.For enhanced mobile broadband (eMBB) services, the resource block allocation, power allocation and RIS phase shift matrix were jointly optimized based on the alternating optimization algorithm to maximize the total traversal capacity of eMBB users.For ultra-reliable low-latency communication (URLLC) services, a pre-configured RIS-based heuristic URLLC allocation algorithm was proposed with the objectives of maximizing the URLLC packet reception rate and minimizing the amount of eMBB rate loss.Simulation results demonstrate that the proposed algorithm achieves about 99.99% URLLC packet reception rate using only 80 RISs compared to 95.95% URLLC packet reception rate when no RISs are deployed, while the total eMBB rate is increased by 86.24%.…”
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Optimization of Extract Method for Cynomorium songaricum Rupr. by Response Surface Methodology by Xiang Zhang, Caimei Gu, Bashir Ahmad, Linfang Huang

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A Quantitative Evaluation Method Based on Back Analysis and the Double-Strength Reduction Optimization Method for Tunnel Stability by Jinglai Sun, Fan Wang, Xinling Wang, Xu Wu

“…After obtaining the parameters, the proposed SRM, i.e., the optimization double-strength reduction method (ODSRM), which is based on the optimization method, is used to evaluate stability. …”
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Optimization of Electricity Consumption using Dielectric Barrier Discharge Method (DBD) by Noushin Dadashzadeh

“…By changing different discharge gaps, the gap has been optimized and as a result, optimized power consumption has been achieved.…”
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Routing optimization method based on GPCR for vehicular Ad Hoc network by Zhiru GU, Min LI, Yonghong LONG, Xiaohua SHU, Qing RONG

“…To improve the performance in sparse networks,local optimum,and routing loop in the greedy perimeter coordinator routing (GPCR) protocol,the weighted-GPCR (W-GPCR) protocol was proposed.The relationship between vehicle node routing and other parameters such as the Euclidean distance between node pairs,moving direction and density was profoundly analyzed,the composite parameter weighted model was established and the calculation method was designed for the existing routing problems,the weighted parameter ratio was selected adaptively in different scenarios,so as to obtain the optimal next-hop relay node.In order to verify the performance of the W-GPCR method,the proposed method was compared with the existing methods such as the traditional geographic perimeter stateless routing (GPSR) protocol,GPCR and so on,and the results show that the proposed method is superior to the package delivery ratio,end-to-end delay,and average hop count.…”
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