Smart Flow Steering Agent for End-to-End Delay Improvement in Software-Defined Networks by Omar F. Hussain, Bilal R. Al-Kaseem, Omar Z. Akif

“…A scenario with a minimum spanning tree (MST) routing algorithm and another with open shortest path first (OSPF) routing algorithms were employed to assess the SFSA. …”
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The Spanning Tree of a Divisible Multiple Graph by Alexander V. Smirnov

“…In the article, we suggest a heuristic algorithm for the minimum complete spanning tree problem for a divisible graph.…”
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Machine Learning-Based Approaches and Comparisons for Estimating Missing Meteorological Data and Determining the Optimum Data Set in Nuclear Energy Applications by Fatih Topaloglu

“…Missing values in data sets can seriously affect research results. There are two main motivations for the study. The first motivation of the study was to define the estimation of missing data in the meteorological data set and its usability in the nuclear energy industry by using Machine Learning (ML)-based Linear Regression (LR), Decision Trees (DT) and Random Forest (RF) algorithms. …”
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Features of interrogation of minors who are victims of violence by N. E. Miloradova, N. A. Pashko

“…The main provisions on the organization and conduction of interrogation of minors who are victims of violence have been revealed. …”
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Double Girder Bridge Crane with Double Cycling: Scheduling Strategy and Performance Evaluation by Dandan Wang, Anne Goodchild, Xiaoping Li, Zun Wang

“…A two-stage heuristic algorithm is proposed in which an operating sequences on each bay is obtained by double cycling, and the integrated timetable for both bays is constructed by solving resource conflicts using the proposed minimum cost strategy. …”
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Traffic Incident Clearance Time Prediction and Influencing Factor Analysis Using Extreme Gradient Boosting Model by Jinjun Tang, Lanlan Zheng, Chunyang Han, Fang Liu, Jianming Cai

“…Accurate prediction and reliable significant factor analysis of incident clearance time are two main objects of traffic incident management (TIM) system, as it could help to relieve traffic congestion caused by traffic incidents. …”
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Artificial dissipation model applied to Euler equations for analysis of supersonic flow around a geometric configurations ramp and diffusor type by Jussiê Soares da Rocha, Edisson Sávio de Góes Maciel, Carlos Brayner de Oliveira Lira, Pedro Augusto Silva de Sousa, Raimundo Nonato Correia Neto

“…For this, the Jameson and Mavriplis algorithm and the linear artificial dissipation model of Pulliam was implemented. …”
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Construction of the Automatic Control System of a Single-Screw Extruder by Zablodskiy M., Klendiy P., Dudar O., Shvorov S.

“…The most significant results of the researches are: the proposed algorithm for controlling the technological parameters (dynamic viscosity and pressure) by the way of calculating of the electrical power parameters of the adjustable electric drive of the extruder without the use velocity-type transducers; the functional diagram of the vector frequency-regulated electric drive of the single-screw extruder with the observer that was built on the basis of balance of the reactive capacity provides the necessary values of the technological parameters of the extruder. …”
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Diagnosing cystic fibrosis in low- and middle-income countries: challenges and strategies by Michèle Fuhrer, Marco Zampoli, Hugues Abriel

“…It will be important to consider how to implement these options and adjust the diagnostic algorithm to meet the needs of low- and middle-income countries. …”
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The criminal legal significance of the victim's will for the recognition of his criminal procedural status by S. V. Sheveleva, N. R. Shevelev

“…The article is devoted to the issue of the legal significance of the victim's consent to harm and the impact of this circumstance on his criminal procedural status.The purpose of the article is to propose an algorithm for determining the signs of the victim's free will to recognize his criminal procedural status.The methodology. …”
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Breast Cancer Diagnosis Using Bagging Decision Trees with Improved Feature Selection by Deepak Dudeja, Ajit Noonia, S. Lavanya, Vandana Sharma, Varun Kumar, Sumaiya Rehan, R. Ramkumar

“…In this article, three main algorithms, viz. linear regression (LR), decision tree (DT), and random forest, were used. …”
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Precise Pre-Close Wind Volume Calculation for Aluminum Electrolysis Based on Unscented Kalman and Average Filters by Jiawei Zhao, Mengfan Wang, Xue Hu, Lixin Zhang

“…To improve the accuracy of calculating the aluminum electrolysis pre-close wind volume, this study focused on optimizing the two main factors that influence its magnitude: the aluminum output speed and the pre-close wind volume coefficient. …”
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A Novel Aerosol Optical Depth Retrieval Method Based on SDAE from Himawari-8/AHI Next-Generation Geostationary Satellite in Hubei Province by Shiquan Deng, Ting Bai, Zhe Chen, Yepei Chen

“…Aerosol optical depth (AOD) is the main measurement of aerosols. The next-generation geostationary satellite Himawari-8, loaded with the Advanced Himawari Imager (AHI), provides observation-based estimates of the hourly AOD. …”
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Identification of DNA N6-methyladenine modifications in the rice genome with a fine-tuned large language model by Yichi Zhang, Hao Chen, Shicheng Xiang, Zhibin Lv

“…Specifically, our method consists of two main components: (1) a BERT model for feature extraction and (2) an XGBoost module for 6mA classification. …”
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The Design and Application of an Assistive Hip Joint Exoskeleton for Tower Climbing by Ming Li, Hong Yin, Zhan Yang, Hongwei Hu, Haoyuan Chen, Zhijun Fu, Xiao Yang, Zhao Guo

“…A neural-network-based assistive control algorithm for tower climbing was created, and a tower climbing experiment was conducted with volunteers. …”
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Ship task safety analysis based on subjective and objective fusion functional resonance by Mingjing WANG, Xiaoer HE, Chen JIANG, Haobo QIU, Liang GAO

“…The FP-growth algorithm is then employed to mine the association rules of upstream and downstream functions in accident cases, and the variability of function coupling is calculated based on the lift. …”
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Efficient Real-Time Cost Management in Renewable Energy-Powered Microgrid with Integrated Electric Vehicle Charging/Discharging Control by Swati Sharma, Ikbal Ali

“…Through meticulous real-time monitoring and control, our hybrid PSO-GWO algorithm delivers superior performance, slashing costs by $152.47 for medium scale microgrid while reducing execution time by 0.81 seconds as compared to other metaheuristic algorithms. …”
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Advanced machine learning technique for solving elliptic partial differential equations using Legendre spectral neural networks by Ishtiaq Ali

“…The loss function is computed by using the error back-propagation principles and a feed-forward neural network model combined with automatic differentiation. The main advantage of using this methodology is that it does not need to solve a system of nonlinear and nonsparse equations compared with other traditional numerical schemes, which makes this algorithm more convenient for solving higher-dimensional equations. …”
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A computational approach to the study of interactions between proteins and miR10-b, miR-335, and miR-21 involved in breast cancer by Rahma Hammou, Yassine Kasmi, Moulay Ennaji

“…The main results demonstrate the ability of miR-10b, miR-335, and miR-21 to create direct interactions with 3D protein structures. …”
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Pose Invariant Palm Vein Identification System using Convolutional Neural Network by Baghdad Science Journal

“…Then a new fast extract Region of Interest (ROI) algorithm is proposed for cropping palm region. Finally, features are extracted and classified by specific structure of Convolutional Neural Network (CNN). …”
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