5G network slicing function migration mechanism based on particle swarm optimization algorithm by Qiang CHEN, Caixia LIU, Lingshu LI

“…In multi-application scenarios of 5G,data traffic often increases dramatically.Virtual machine resources in network slicing may not meet the normal needs of users.In view of this,a network slicing function migration mechanism aiming at load balancing was proposed.The mechanism simulates the virtual machine into particles based on particle swarm optimization algorithm.In the process of migration,all particles were divided into several subgroups,and particle swarm optimization algorithm was applied within and among groups.According to the historical optimal solution and the current global optimal solution,the particle location was updated,and the best target particles were determined by selecting the smaller particle size of the particle in real time.The mechanism not only improves the convergence speed,but also improves the accuracy of the algorithm.Compared with other migration methods,the results show that the proposed migration mechanism has the advantages of high accuracy and fast convergence.And it can also improve the efficiency of resource utilization,reduce the energy consumption of data center,and has better adaptability.…”
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Dynamic gas supply mechanism and theoretical production modes of free gas-rich deep coal reservoirs by Shida CHEN, Taiyuan ZHANG, Dazhen TANG, Hao XU, Shu TAO, Song LI, Shuling TANG

“…Objective and Methods The production processes of adsorbed and free gases and the dynamic partitioning mechanism behind the production efficiency of both gas types are critical scientific issues to be addressed urgently in the exploration and production of deep coalbed methane (CBM). …”
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A STUDY OF THE EFFECTIVENESS OF DISTANCE LEARNING AT A MEDICAL UNIVERSITY IN UKRAINE by H.Yu. Morokhovets, Yu.V. Lysanets, O.M. Bieliaieva, S.A. Stetsenko, O.A. Shlykova

“…The aim of this research is to determine, theoretically substantiate and experimentally test the effectiveness of distance learning at a medical university. …”
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Diffusion-Weighted Imaging-Based Differentiating between Benign and Malignant Ovarian Lesions by Ali Reza Eftekhari Moghadam, Milad Jalilian, Forouzan Absalan, Farhad Heidari

“…Matherials and Methods: A total of 58 patients with undetermined ovarian masses in ultrasound were referred to MRI for more accurate diagnosis. …”
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Forecasting Wind Farm Production in the Short, Medium, and Long Terms Using Various Machine Learning Algorithms by Gökhan Ekinci, Harun Kemal Ozturk

“…Five machine learning algorithms were employed—Artificial Neural Network (ANN), Random Forest (RF), Extreme Gradient Boosting (XGBoost), K-Nearest Neighbors Regression (KNN), and Multi-Layer Perceptron (MLP ANN)—utilizing both MinMax and Standard Scaling methods. Prediction performance was evaluated using Mean Absolute Error (MAE), Coefficient of Determination (R²), and Root Mean Square Error (RMSE) metrics. …”
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Hubungan Supervisi Akademik Dan Kepemimpinan Transformasional Kepala Sekolah Penggerak Dengan Profesionalisme Guru Di Korwil Periuk by Karsono Karsono, Cecep Anwar Hadi Firdos Santosa, Sri Tatminingsih, Yus Alvar Saabighoot

“…Research type is quantitative using survey methods. Analysis method is descriptive analysis, analysis prerequisite tests, coefficient of determination analysis and hypothesis testing. …”
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Working mothers: Resilience and subjective well-being by Sowanya Ardi Prahara, Refana Noviyanti

“…The method used in this study is a quantitative method with a correlational design. …”
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Effect of Family Education and Social Environment to Student Characteristic by Charina Oktaviani

“…The population in this research is 71 students of class XI SMA Negeri I Pati. Method of data analysis in this research consists of percentage descriptive analysis, descriptive statistic, prerequisite test covering normality test and linearity test, multiple linear regression analysis, classical assumption test covering multicollinearity test and heteroscedasticity test, hypothesis test covering simultaneous test (F), coefficient of simultaneous determination (R2), partial test (t), and partial determinant coefficient (r2). …”
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PENGARUH PENGEMBANGAN KARIR DAN PROMOSI JABATAN TERHADAP SEMANGAT KERJA PEGAWAI PADA PENGADILAN AGAMA PALEMBANG by Widyta Rosadianti, Reva Maria Valianti, Reina Damayanti

“…The collection method uses questionnaires and documentation. Data analysis techniques use simple linear regression, multiple linear regression, correlation coefficient analysis, coefficient of determination analysis, t hypothesis test and F hypothesis test with the help of SPSS 22. …”
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PENGARUH PERAN KEPEMIMPINAN, KOMUNIKASI DAN LINGKUNGAN KERJA TERHADAP KINERJA PEGAWAI PADA UPTD PUSKESMAS KECAMATAN KLARI KABUPATEN KARAWANG by Eneng Sukmayanti

“…This thesis is expected to contribute to the development of management science, especially as a contribution of scientific literature in human resources management, as reference material in scientific writing, as an information material, both for leaders and colleagues in District Health Office Karawang in the implementation of performance-based management, As a material consideration and input in making decisions and determine the direction of policy. The research is done by using quantitative method with descriptive and verification method, that is collecting, presenting, analyzing and doing hypothesis testing, and making conclusion and suggestion. …”
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Investigating the Attitude Towards the Principles of Professional Ethics and its Relationship with the Demographic Characteristics of Health Centers in Esfarayen in 2019 by Hosein Rohani

“…Reliability was assessed by Cronbach's alpha (coefficient was 0.79). Questionnaires were completed by selfreported method. …”
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The handling of healthcare waste analysis with an interval-valued Fermatean fuzzy-based decision-making technique by Murat Kirişci, Serdar Kuzu, Ali Kablan

“…This study presents an integrated multi-criteria decision-making method based on an interval-valued Fermatean fuzzy set. …”
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Optimal Control Strategies of HFMD in Wenzhou, China by Zuqin Ding, Yong Li, Yongli Cai, Yueping Dong, Weiming Wang

“…We define the basic reproduction number R0 and show that it can be used to determine whether HFMD becomes extinct or not. Based on the monthly reported HFMD cases in Wenzhou for 76 months, we estimate the parameters in the dynamic model by using the method of minimum chi-square fitting, conduct the sensitivity analysis to investigate the influence of each uncertain parameter on R0 with the methods of Latin hypercube sampling and partial rank correlation coefficient, and find that the EV-A71 vaccination does not lead to the extinction of HFMD, but slightly reduces the incidence of HFMD. …”
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Control system architecture of an intelligent agent based on a semiotic network by M. A. Rovbo, P. S. Sorokoumov

“…Therefore, the developed method can improve the efficiency of education. From the technical point of view, the relevance of the work is in the contribution to the development of an approach to controlling groups of robots or software agents with elements of social structures. …”
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SURVIVAL OF LIVER CELLS, IMMOBILIZED ON 3D-MATRIXES, IN LIVER FAILURE MODEL by M. Y. Shagidulin, N. A. Onishchenko, M. E. Krasheninnikov, I. M. Iljinsky, N. P. Mogeiko, N. P. Shmerko, A. A. Andriyanova, P. V. Avramov, E. A. Nemets, V. I. Sevastjanov, S. V. Gautier

“…It was made a preposition about efficiency of the suggested method for correction both acute hepatic failure because even 90 days after transplantation of liver support biounit alive hepatocytes and neogenic plethoric vessels, growing through matrix were revealed.…”
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Smart solutions for dissolved oxygen control in semi-batch fermenters: A machine learning approach by J. Sumathi, P. Aravind, G. Gandhimathi

“…Aeration is the primary step in effluent treatment. The basic method for determining DO is direct measurement. This study has been carried out in effluent from the paper industry to estimate the performance of dissolved oxygen in a semi-batch lark hygiene fermenter and was oxygenated till saturation at 25 °C under real-time study. …”
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Isolation of mesophyll protoplasts from tea (Camellia sinensis) and localization analysis of enzymes involved in the biosynthesis of specialized metabolites by Ying Zhou, Rufang Deng, Xinlan Xu, Ziyin Yang

“…Genes encoding enzymes involved in secondary metabolite synthesis were transiently expressed in the protoplasts, and their subcellular locations were determined. With further improvements in the transfection efficiency, this transient expression system will contribute greatly to the analyses of in vivo gene function in tea.…”
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SUBDISTRICT CLUSTERING IN WEST JAVA PROVINCE BASED ON DISEASE INCIDENCE OF JKN PARTICIPANTS PRIMARY SERVICES by Husnun Nashir, Anang Kurnia, Anwar Fitrianto

“…This study uses several evaluation metrics Silhouette coefficient, Dunn index, Davies-Bouldin index, and C-index to determine the optimal number of clusters formed. …”
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A study of the mechanical and thermophysical properties of crystal matrices for the immobilization of high-level wastes by I. V. Kuznetsov, A. Yu. Zobkova, M. Yu. Kalenova, A. S. Shchepin, O. N. Budin, V. A. Stepanov, I. M. Melnikova, O. I. Stefanovskaya, K. V. Klemazov

“…The thermal diffusivity was determined by the laser flash method. The heat capacity of the matrix samples was measured by differential scanning calorimetry. …”
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Structural Damage Detection Using an Unmanned Aerial Vehicle-Based 3D Model and Deep Learning on a Reinforced Concrete Arch Bridge by Mary C. Alfaro, Rodrigo S. Vidal, Rick M. Delgadillo, Luis Moya, Joan R. Casas

“…Additionally, it was determined that the left pillar in the southern area of the bridge presented the highest concentration of damage, which underlines the effectiveness of the method used.…”
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