SARS‐CoV‐2 worldwide replication drives rapid rise and selection of mutations across the viral genome: a time‐course study – potential challenge for vaccines and therapies by Stefanie Weber, Christina M Ramirez, Barbara Weiser, Harold Burger, Walter Doerfler

“…We examined > 383,500 complete SARS‐CoV‐2 nucleotide sequences in GISAID (Global Initiative of Sharing All Influenza Data) with sampling dates extending until April 05, 2021. …”
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Hyperspectral Estimation of Chlorophyll Content in Ginseng Fruit Leaves Based on Wavelet Transform and VCPA-GA Algorithm by Guo Jinfeng, Zhang Zhicong, Umut Hasan, Zhou Zhongye, Xu Wenyu, Yusup Ahmat

“…This is because the wavelet transform process has some errors that increase with the number of decomposition layers. (2) The VCPA-GA hybrid variable selection algorithm merges the strengths of the VCPA and GA, addressing the tendency of the VCPA to select fewer variables and overcoming GA's limitations in handling many variables which can lead to overfitting, providing a theoretical basis for estimating ginseng fruit LCC using hyperspectral remote sensing. (3) Among the four machine-learning models, predictions from to 1-2 and 6-7 layers were generally lower than those of the 0 layer, while predictions from the 3–5 layers are higher, showing an overall trend of initial increase followed by a decrease as the number of wavelet decomposition layers increased. (4) Ginseng fruit leaf hyperspectral data processed by the DWT-VCPA-GA algorithm with a 4-layer DWT spectrum yielded the best predictive performance in the BP-AdaBoost regression model, with R2=0.919, mean absolute percentage error = 2.090%, and relative percentage difference = 3.900. (5) After optimizing the BPNN regression model with various algorithms, only some optimized models improved their predictive performance and accuracy to a certain extent, making the choice of the right optimization algorithm crucial for model improvement.…”
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Effects of the combined letter fluency task on frontal cortex regional and dynamic oxygenation patterns by Paweł Krukow, Natalia Kopiś-Posiej, Víctor Rodríguez-González, Michał Mazur, Carlos Gómez, Jesús Poza

“…The analysis was conducted by comparison with a typical initial letter fluency task in a group of 35 students. …”
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An Improved SHEPWM Modulation Algorithm for Three-levelEnergy Feedback Inverter by WU Xuefeng, CHEN Jielian, WANG Xiong, SONG Qianru, YIN Weiheng

“…Meanwhile, the mathematical model of selected harmonic elimination is optimized and genetic algorithm is employed to solve the harmonic elimination model of the three-level NPC inverter. …”
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A Comprehensive Review of Radical-Mediated Intramolecular Cyano-Group Migration by Jia-Liang Zhu, Mei-Lin Chen

“…The procedures developed for the purpose are grouped and discussed in four sections according to the strategies used to generate the initial carbon radicals, which include (i) hydrogen-atom transfer (HAT), (ii) radical addition to the π system, (iii) halogen-atom transfer (XAT), and (iv) the homolytic fission of a C-C single bond. …”
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Influence of the three-body abrasion kinematics on the surface characteristics of an SLS-fabricated tool during machining of ceramics by Sisay Workineh Agebo, Dawid Zieliński, Mariusz Deja

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Simulation Modeling as a Tool for Resource Management in Conditions of Information Uncertainty by Eleonora Karpets

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Probability Density Function Distance-Based Augmented CycleGAN for Image Domain Translation with Asymmetric Sample Size by Lidija Krstanović, Branislav Popović, Sebastian Baloš, Milan Narandžić, Branko Brkljač

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A group-forming course content-focused icebreaker for life science classrooms by Adam J. Kleinschmit, Rebecca L. Sparks-Thissen, Sumali Pandey

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Enhanced CO₂ Emissions Prediction Using Temporal Fusion Transformer Optimized by Football Optimization Algorithm by Amel Ali Alhussan, Marwa Metwally

“…Feature selection using the Football Optimization Algorithm (FbOA) significantly improved its performance, reducing the RMSE to 0.018798774. …”
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Attack resilient IoT security framework using multi head attention based representation learning with improved white shark optimization algorithm by Jawhara Aljabri

“…The main intention of the MHAID-IWSOA methodology relies on enhancing the cybersecurity detection and migration model using advanced optimization algorithms. Initially, the data pre-processing applies min–max scaling to transform input data into a beneficial format. …”
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Autoencoder imputation of missing heterogeneous data for Alzheimer's disease classification by Namitha Thalekkara Haridas, Jose M. Sanchez‐Bornot, Paula L. McClean, KongFatt Wong‐Lin, Alzheimer's Disease Neuroimaging Initiative (ADNI)

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Evolving Many-Objective Job Shop Scheduling Dispatching Rules via Genetic Programming With Adaptive Search Based on the Frequency of Features by Atiya Masood, Mansoor Ebrahim, Fahad Najeeb, Syed Muhammad Daniyal

“…The proposed algorithm introduces an adaptive search strategy that is implemented through re-initialization during the evolutionary process. In addition, relevant features are selected based on their frequency of occurrence in diverse sets of best individuals. …”
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Reinforcing long lead time drought forecasting with a novel hybrid deep learning model: a case study in Iran by Mahnoosh Moghaddasi, Mansour Moradi, Mahdi Mohammadi Ghaleni, Zaher Mundher Yaseen

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An ensemble of deep representation learning with metaheuristic optimisation algorithm for critical health monitoring using internet of medical things by Mai Alduailij

“…For the feature selection process, the binary grey wolf optimization (BGWO) model is employed to identify and retain the most significant features in the dataset. …”
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Technology and practice for efficient development of coalbed methane horizontal wells in high-rank coal of Qinshui Basin by WU Xi

“…Consequently, a “five-element” evaluation index system for production potential in efficient development areas was established, and an optimization method for selecting efficient development areas for high-rank coalbed methane was formulated. …”
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Application of The Fackler and Full Preliminary Term Methods In Calculating n-Year Term Life Insurance Premium Reserves by Seftina Diyah Miasary, Jihan Ramadhani Ar-Raafi’ Ulna, Emy Siswanah

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Analysis of the development of the «Customer» perspective of a balanced scorecard in the works of scientists by K.V. Shymanska, T.O. Zavalii

“…In contrast to strategic objectives, the selected initiatives should be specific in nature, a set of actions to achieve the goal to which they are subordinated. …”
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Usage Patterns and Awareness of Mobile Health Applications Among Smartphone Users in Assam by Madhur Borah, Kaberi Mech, Bishnu Ram Das

“…Background: Mobile health (mHealth) initiatives offer significant potential for enhancing healthcare delivery in Assam, where health infrastructure and workforce are limited. …”
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El impacto inicial con antepié incrementa la actividad muscular del gastrocnemios durante la carrera. Un estudio cuantitativo de actividad electromiográfica (The initial impact wit... by Oscar Valencia, Iver Cristi, Dario Ahumada, Keiny Meza, Rodrigo Salas, Alejandro Weinstein, Rodrigo Guzmán-Venegas

“…Thirteen runners were evaluated at a self-selected running speed under two conditions: initial contact with RF and FF. …”
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