Penyeimbangan Kelas SMOTE dan Seleksi Fitur Ensemble Filter pada Support Vector Machine untuk Klasifikasi Penyakit Liver by Muhammad Amir Nugraha, Muhammad Itqan Mazdadi, Andi Farmadi, Muliadi, Triando Hamonangan Saragih

“…The test can prove if SMOTE on class balancing and Ensemble Filter on feature selection can improve the classification performance of the SVM method.…”
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Features of dimentional design system for asphalt concrete mix on superpave technology and bituminous binder of pg grade determination by N. I. Bryzgalov, A. F. Kemalov

“…Based on the experimental data carried out in the work, it can be concluded that the goal has been achieved, namely, the brands of bitumen binder have been selected using Superpave technology that meet the requirements of GOST R 58400.1–2019 and GOST R 58400.2-2019, namely for polymer-bitumen binder (PBB 90 according to GOST 52056-2003) – PG 58-28, and on the basis of tar with the addition of SBS – PG 64-28 grade TEP, respectively.Having studied the physical and chemical characteristics of the initial reagents, as well as the results of numerous chemical experiments, brands of PG bitumen binders were selected using Superpave technology and depending on climatic conditions and transport loads GOST R 58400.1-2019 Public roads. …”
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Effect of Chitosan Properties and Dissolution State on Solution Rheology and Film Performance in Triboelectric Nanogenerators by Francisca Araújo, Solange Magalhães, Bruno Medronho, Alireza Eivazi, Christina Dahlström, Magnus Norgren, Luís Alves

“…Similarly, the residual AA content in the dried films also increased with higher initial AA concentrations. Additionally, hot-pressing of the films significantly improves the TENG power output due to the decrease in morphological defects of the films. …”
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Types of Road Traffic Accidents and Emergency Medical Care by Basri Lenjani, Agron Dogjani, Luljeta Abdullahu, Arlind Zeqiri, Dardan Lenjani, Bujar Imeri

“…The anatomical site, mechanism of injury, time to reach an initial health facility, time of the day, patient condition at ED, type of treatment given, GCS at admission, and days spent in the hospital were among independent predictors of management outcome. …”
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An adaptive differential evolution algorithm to solve the multi-compartment vehicle routing problem: A case of cold chain transportation problem by Supaporn Sankul, Naratip Supattananon, Raknoi Akararungruangkul, Narong Wichapa

“…In general, this algorithm consists of four steps: (1) The first step is to generate the initial solution. (2) The second step is the mutation process. (3) The third step is the recombination process, and the final step is the selection process. …”
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The mucosal barrier and anti-viral immune responses can eliminate portions of the viral population during transmission and early viral growth. by Ryan V Moriarty, Athena E Golfinos, Dane D Gellerup, Hannah Schweigert, Jaffna Mathiaparanam, Alexis J Balgeman, Andrea M Weiler, Thomas C Friedrich, Brandon F Keele, Miles P Davenport, Vanessa Venturi, Shelby L O'Connor

“…These data imply that virus lineages present during acute infection can still be eliminated from the systemic virus population even after initial selection.…”
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Application of the D5 discipline from the G8D method in solving quality management problems for NOK parts by Joanna Cyganiuk, Piotr Kuryło, Ali Al-Zubiedy, Magdalena Mazur

“…The practical application of this discipline for selected initial conditions (the transition through disciplines D0-D4), as well as the solution for the problem of producing defective products that protect the production system from further manufacturing of such parts has been presented. …”
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Presenting A Model for Managing Agricultural, Industrial, And Household Water Consumption in Iran by Combining System Dynamics and Genetic Algorithm by Maryam Movaseghi Gilani, Mohammad Ali Afshar Kazemi, Mohamad Ali Keramati

“…The selection criterion for each chromosome is based on the roulette wheel method.…”
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Short-Term Photovoltaic Power Combined Prediction Based on Feature Screening and Weight Optimization by Liqing Geng, Yadong Yang, Genghuang Yang, Yongfeng Zheng, Xiaocong Liu

“…Firstly, K-means is used to cluster the photovoltaic power; Secondly, CEEMDAN is used to decompose photovoltaic power and wavelet decomposition is used to decompose irradiance, and sample entropy and K-means are used to reconstruct each component of photovoltaic power into high, intermediate, and low frequency terms; Then, Spearman’s correlation coefficient is used to calculate the correlation between each meteorological factor and the decomposed irradiance component and the high, intermediate, and low frequency terms of photovoltaic power, and the feature selection is carried out; Then, CNN-BiLSTM-Attention is used to predict the high frequency term, LSTM is used to predict the intermediate frequency and low frequency terms, and the results are superimposed to obtain the preliminary prediction value; Finally, the dung beetle algorithm is used to optimize the weights of the initial prediction values of the training set of high, intermediate, and low frequency terms, and the optimal weight is substituted into the test set to obtain the final prediction result. …”
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Cell Wall Biosynthesis Genes Variability in Methicillin-Resistant Staphylococcus Aureus with Reduced Vancomycin Susceptibility by V. V. Gostev, O. S. Kalinogorskaya, O. A. Dmitrenko, S'. M. Yudin, A. V. Kudryavtseva, S. V. Sydorenko

“…However, the identified mutations in the «key» genes of peptidoglycan biosynthesis may indicate the initial stage of selection of resistance to vancomycin with the formation of pre-hVISA.…”
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Implementation of Public-Private Partnership in the Healthcare Management System by Natalia Ovcharova, Monika Grabowska

“…The findings substantiated that state budget support is essential in reducing the risks of a private partner at the initial stage of public-private partnership development. …”
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Geneza i znaczenie Kodeksu Prawa Prywatnego Kantonu Zurychu dla kodyfikacji prawa prywatnego w Szwajcarii na przykładzie prawa spadkowego by Maria Lewandowicz

“…It is also expressed by the adopted method of selection of the source material which was to serve as demonstrative material in the unification work. …”
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The effect of catalyst ink formulations and slot-die coating parameters on PEMFC GDE fabrication by Cecil Felix, Iosif Vazirgiantzikis, Mphoma Matseke, Olivia Barron, Mpfunzeni Raphulu

“…The nonuniform Pt loadings were attributed to variations in gas diffusion layer roughness, catalyst layer cracks, and limitations of the slot-die coater. Initial membrane electrode assembly performance tests underscored the importance of material selection, the ionomer overlayer, and hot-pressing to enhance performance.…”
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Comprehensive Comparative Analysis and Innovative Exploration of Green View Index Calculation Methods by Dongmin Yin, Terumitsu Hirata

“…Our findings demonstrate that the choice of sampling method significantly influences GVI calculations, underscoring the necessity for researchers to select the optimal approach based on a specific research context. …”
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The mathematical pathogenetic factors analysis of acute inflammatory diseases development of bronchopulmonary system among infants by G. O. Lezhenko, О. Ye. Pashkova, V. N. Shvets, H. V. Kraynya

“…The performed procedure of hierarchical cluster analysis confirmed the initial role of immuno-inflammatory components. …”
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Influence of insulin resistance on renal function in patients with abdominal obesity. by T. O. Pertseva, M. K. Rokutova

“…The purpose of the study - to assess the role of insulin resistance in the development of initial manifestations of renal disease in patients with abdominal obesity. …”
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Genetic variation in TLR genes in Ugandan and South African populations and comparison with HapMap data. by Allison R Baker, Feiyou Qiu, April Kaur Randhawa, David J Horne, Mark D Adams, Muki Shey, Jill Barnholtz-Sloan, Harriet Mayanja-Kizza, Gilla Kaplan, Willem A Hanekom, W Henry Boom, Thomas R Hawn, Catherine M Stein, Tuberculosis Research Unit and South African Tuberculosis Vaccine Initiative Team

“…Based on these data, we propose that there is enough similarity among African populations represented in the HapMap database to justify initial SNP selection for genetic epidemiological studies in Uganda and South Africa. …”
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Neural mechanisms of learned suppression uncovered by probing the hidden attentional priority map by Changrun Huang, Dirk van Moorselaar, Joshua Foster, Mieke Donk, Jan Theeuwes

“…Notably, tuning was most pronounced at the to-be-suppressed location, suggesting initial spatial selection followed by suppression. …”
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Metaverse technology tree: a holistic view by Sepehr Ghazinoory, Fatemeh Parvin, Fatemeh Saghafi, Masoud Afshari-Mofrad, Nafiseh Ghazavi, Mehdi Fatemi

“…This article seeks to address this gap by developing a technology tree for the Metaverse based on published standards, prior studies, and frameworks proposed by leading firms.MethodsTo construct the Metaverse technology tree, a systematic literature review approach was employed. From an initial pool of 354 scientific papers, conference proceedings, book chapters, and reports, a rigorous screening process –focused on titles, abstracts, and full-texts –resulted in a selection of 81 final sources. …”
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Development and validation of machine learning models predicting hospitalizations of hypertensive patients over 12 months by A. E. Andreychenko, A. D. Ermak, D. V. Gavrilov, R. E. Novitsky, O. M. Drapkina, A. V. Gusev

“…Based on the data from depersonalized electronic health records obtained from the Webiomed platform, 1165770 records of 151492 patients with HTN were selected. After the initial selection, a total of 43 anamnestic, constitutional, clinical, and paraclinical features were used as predictors. …”
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