A secure data transmission and efficient data balancing approach for 5G‐based IoT data using UUDIS‐ECC and LSRHS‐CNN algorithms by Kusum Yadav, Anurag Jain, Yasser Alharbi, Ali Alferaidi, Lulwah M. Alkwai, Nada Mohamed Osman Sid Ahmed, Sawsan Ali Saad Hamad

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Comparative assessment of the diagnostic efficiency of medical imaging methods, as exemplified by magnetic resonance imaging and contrast-enhanced ultrasound examination, based on... by E. A. Busko, A. B. Goncharova, D. A. Buchina, A. S. Natopkina

“…Objective: сomparative assessment of the diagnostic efficiency of magnetic resonance imaging (MRI) and contrastenhanced ultrasound examination in the primary diagnosis of breast cancer based on propensity score matching.Materials and methods. …”
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Effects of Regulated Deficit Irrigation on yields, berry quality, and resource use efficiency in the everbearer strawberry Malling Ace under long-term production in TCEA by Aikaterini Kouloumprouka Zacharaki, June M. Taylor, Michael J. Davies, Mark A. Else

“…After the first cropping flush, the cumulative Class 1 fruit yield per plant was linear.…”
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Improvement of Saline–Alkali Soil and Straw Degradation Efficiency in Cold and Arid Areas Using <i>Klebsiella</i> sp. and <i>Pseudomonas</i> sp. by Xiaoyu Zhao, Xiaofang Yu, Julin Gao, Jiawei Qu, Qinggeer Borjigin, Tiantian Meng, Dongbo Li

“…Microbial characteristics, straw degradation efficiency, element release rate, and soil factors were compared, and random forest linear regression and partial least squares path modeling analysis methods were utilized. …”
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Deciphering the efficiency of preoperative systemic-immune inflammation related markers in predicting oncological outcomes of upper tract urothelial carcinoma patients after radica... by Nouha Setti Boubaker, Bilel Saidani, Ahmed Saadi, Seif Mokadem, Zeineb Naimi, Lotfi Kochbati, Haroun Ayed, Marouen Chakroun, Mohamed Riadh Ben Slama

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The adverse effects of metabolic disorder on left ventricular myocardial mechano-energetic efficiency and dysfunction in ischemic cardiomyopathy: insight from a cardiac MRI study by Li Jiang, Yuan Li, Xue-Ming Li, Ke Shi, Han Fang, Wei‑Feng Yan, Ying‑Kun Guo, Hua‑Yan Xu, Zhi-Gang Yang

“…The clinical variables and MRI-derived parameters were measured and compared among the three groups. Multivariate linear regression analysis was performed to determine independent correlation of MetF on LV MEEi and strain in ICM patients. …”
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Research on dimension measurement algorithm for parcel boxes in high-speed sorting system by Ning Dai, Jingchao Chen, Xudong Hu, Yanhong Yuan

“…In this paper, we propose a 3D localization algorithm for rectangular packaging boxes based on deep learning, and design a lightweight parcel box detection model, the Efficient Object detection Network (EODNet). Linear attention mechanism is used in the backbone of the model to achieve efficient feature selection with low-cost computing resources. …”
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Clean energy supply chain optimization: Steady-state natural gas transportation by Zhongfu Liu, Shuiying Xu, Shihao Zhao, Yuewen Li, Meiling Zhou, Shuosen Li, Fei Meng

“…To address these issues, a mixed-integer nonlinear optimization model is developed, and by linearizing the nonlinear equations, a sequential linear programming algorithm is proposed, iteratively updating the hydraulic parameters. …”
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Using statistical analysis to evaluate enterprise performance in the Python programming environment by O. G. Konyukova, F. F. Baratova

“…Derived statistical quantities using packages embedded in Python software such as Pandas, Seaborn, Matplotlib, NumPy, skleaern, Linear_model, LinearRegression, Scikit-learn, Metrics, Model selection. …”
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True-Time-Delay Unit Cell for Ultra-Wideband Single- and Wideband Dual-Polarized Large Reflectarrays by Reza Shamsaee Malfajani, Karim Glatre, Jean-Jacques Laurin

“…A reflectarray prototype demonstrates a 3-dB gain bandwidth of 44.4% (10.5&#x2013;16.5 GHz), with cross-polarization below -30 dB, sidelobe levels better than &#x2212;13.5 dB, and aperture efficiency up to 55%. The dual-polarized unit cell incorporates perpendicular bowtie-shaped apertures with fork-shaped feeds, enabling independent phase control for both polarizations with a phase range over 1140&#x00B0; at 12.6 GHz, a phase error below 40&#x00B0;, and a linear phase bandwidth of 32% (10.7&#x2013;14.5 GHz). …”
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An Approach to Building a Smart Decision-Making Process in a Manufacturing Organization in Terms of Profitability by Gang Bao, Pavel Vitliemov

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Solving Three Dimensions Volterra Integral Equations (TDVIE) via a Neural Network by Nahdh S. M. Al-Saif, Ameen Sh. Ameen, Ghaith Fadhil Abbas

“…A multi- layers design in our proposed method consist of a hidden layer having seven hidden units. and one linear output unit. Linear Transfer function used as each unit and using Levenberg- Marquardtalgorithmtraining. …”
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GOLF: A Singing Voice Synthesiser with Glottal Flow Wavetables and LPC Filters by Chin-Yun Yu, György Fazekas

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Mitigation of Water-Deficit Stress in Soybean by Seaweed Extract: The Integrated Approaches of UAV-Based Remote Sensing and a Field Trial by Md. Raihanul Islam, Hasan Muhammad Abdullah, Md Farhadur Rahman, Mahfuzul Islam, Abdul Kaium Tuhin, Md Ashiquzzaman, Kh Shakibul Islam, Daniel Geisseler

“…Based on Pearson’s correlation matrix, a simple linear regression model was used to ascertain the relationship between unmanned aerial vehicle (UAV)-derived vegetation indices and the field-measured physiological characteristics of soybean. …”
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A Two-Stage Location-Allocation Optimization Method for Fixed UAV Nests in Power Inspection Considering Node Failure Scenarios by Zheng Huang, Hongxing Wang, Yiming Tang, Feng Gao, Biao Du, Jia Wang

“…The problem is divided into two subproblems, each modeled as an integer linear programming (ILP) problem. The first subproblem identifies the minimal set of nodes for nest construction using the commercial solver Gurobi. …”
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Smart and Efficient Synthesis of Cyclic Poly(<i>N</i>-isopropylacrylamide)s by Ring Expansion RAFT (RE-RAFT) Polymerization and Analysis of Their Unique Temperature-Responsive Prop... by Jin Motoyanagi, Kenichi Bessho, Masahiko Minoda

“…Cyclic polymers have many interesting properties compared to their linear analogs, but there are very few examples of their synthesis. …”
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Analysing Flexural Response in RC Beams: A Closed-Form Solution Designer Perspective from Detailed to Simplified Modelling by Denis Imamović, Matjaž Skrinar

“…The results demonstrate that combining detailed analytical methods with this simplified model provides an efficient and practical solution for the analysis of reinforced concrete beams, balancing precision with computational efficiency.…”
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Cars and Greenhouse Gas Goals: A Big Stone in Europe’s Shoes by Roberto Ivo da Rocha Lima Filho, Thereza Cristina Nogueira de Aquino, Anderson Costa Reis, Bernardo Motta

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Topology Identification Method for Active Distribution Network Based on Weighted Minimum Absolute Value State Estimation by Guang MA, Wen ZHU, Huijie GU, Huashi ZHAO, Xiqi HE, Shijie CHEN

“…Firstly, the traditional weighted minimum absolute value state estimation method based on linear programming was improved to improve the calculation efficiency. …”
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Presenting a multi-objective mathematical model with an integrated approach to scheduling and financial flow in production projects using NSGA-II by Sajad Janbaz, Seyed Mohammadreza Davoodi, Abdolmajid Abdolbaghi Ataabadi

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