Adaptive Ensemble Learning Model-Based Binary White Shark Optimizer for Software Defect Classification by Jameel Saraireh, Mary Agoyi, Sofian Kassaymeh

“…Abstract Software dominates modern enterprises, affecting numerous functions. Software firms constantly experiment with new methodologies to define and assess software quality to stay competitive and ensure excellence. …”
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Improving Doppler Radar Precipitation Prediction with Citizen Science Rain Gauges and Deep Learning by Marshall Rosenhoover, John Rushing, John Beck, Kelsey White, Sara Graves

“…Our model substantially improves precipitation classification accuracy relative to NOAA’s operational radar products within observed spatial regions, achieving large gains in precision, recall, and F1 score. While generalization to completely unseen regions remains more challenging, particularly for higher-intensity rainfall, modest improvements over baseline radar estimates are still observed in low-intensity rainfall. …”
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OpenClustered: an R package with a benchmark suite of clustered datasets for methodological evaluation and comparison by Nathaniel Sean O’Connell, Jaime Lynn Speiser

“…In the future, we plan to add more datasets, particularly those with continuous outcomes, as well as functionality for users to submit their clustered datasets to be included in the repository.…”
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Dynamic alterations in cortical activation during motor adaptation in table tennis using whole‑brain fNIRS by Daniel Carius, Elisabeth Kaminski, Martina Clauß, Patrick Ragert

“…Specifically, hemodynamic response alterations generally increased during early adaptation and decreased as motor adaptation progressed. …”
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Artificial Intelligence for Automatic Pain Assessment: Research Methods and Perspectives by Marco Cascella, Daniela Schiavo, Arturo Cuomo, Alessandro Ottaiano, Francesco Perri, Renato Patrone, Sara Migliarelli, Elena Giovanna Bignami, Alessandro Vittori, Francesco Cutugno

“…Since pain is generally accompanied by spontaneous facial behaviors, several approaches for APA are based on image classification and feature extraction. …”
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Conceptual foundations of the development of the tourist complex of the region in the conditions of the COVID-19 coronavirus pandemic by A. S. Amosov, M. K. Ashinova, A. R. Kumpilova

“…The industry suffers serious losses and loses jobs, which generally negatively affects the unemployment rate in the country. …”
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Improving the Efficiency of Planning by E. L. Chazov, V. P. Grakhov, V. V. Krivorotov, O. L. Simchenko

“…This model, on the basis of the generalized geological, technological, statistical, macroeconomic and economic indicators, allows to solve quickly the following problems: of more precise and prompt planning the expenses on carrying out geological and technical actions; of defining minimum admissible profitable level of an oil flow rate after carrying out geological and technical actions; of determining the most economically justified duration of the overhaul of the well; of organizing the projects of geological and technical measures according to their attractiveness. …”
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Autologous fat grafting and adipose-derived stem cells therapy for acute burns and burn-related scar: A systematic review by Fanny Evasari Lesmanawati, Carolus Aldo Windura, Iswinarno Doso Saputro, Lynda Hariani

“…Subjective patient satisfaction was reported to have improved. Functional outcomes improvement in the treated regions was minimal. …”
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METHODOLOGICAL GUIDELINES FOR THE TRANSPROFESSIONALISM DEVELOPMENT AMONG VOCATIONAL EDUCATORS by E. F. Zeer, E. E. Symaniuk

“…The research is based on the following theoretical and scientific methods: analysis, synthesis, concretization, generalization; hypothetical-deductive method; project-based method. …”
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Economic Security of an Enterprise is the Way to Financial Stability by M. A. Polyakova, S. A. Barbashova, I. E. Ekaterinina

“…In the course of the research, the authors used such scientific methods as comprehensive and comparative analysis, generalization, synthesized and economic-statistical approaches. …”
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Transdiagnostic Effects of Schizophrenia Polygenic Scores on Treatment Outcomes in Major Psychiatric Disorders by Serretti A, Baune BT

“…While the effect sizes are generally modest, integration of SCZ PRS with environmental factors, multiomics, and neuroimaging may enhance predictive accuracy. …”
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Linguistic and sociological perspective on the perception of profanity in Moscow in 2024 by Ekaterina R. Dobrushina

“…In conclusion, the author offers a model for the perception of profanity: its infrequent, primarily oral speech use, restricted to private settings or among close acquaintances of either gender, but generally avoided in the presence of children. Profanity is used indirectly, not in an invective manner, and serves two main functions: psychological release and as a form of expressive or entertaining speech. …”
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Search Behavior and Opinions of Undergraduate Student Users of a Library Discovery System by Shih-Chuan Chen

“…Participants generally employed the single search box and facets during most search tasks, but they used various approaches. …”
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Testing of preparations for protection of grain crops from pests in the Steppe of Ukraine by S. Semenov

“…For the treatment of the stem, from the point of view of the profitability of growing corn and sorghum, it was more expedient to apply Karate Zeon 050 CS (0.2 l/ha) autonomously. …”
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Comparing statistical learning methods for complex trait prediction from gene expression. by Noah Klimkowski Arango, Fabio Morgante

“…We also used functional annotation (i.e., Gene Ontology (GO)) as a source of biological information to inform prediction models. …”
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Finite Mixture Models: A Key Tool for Reliability Analyses by Marko Nagode, Simon Oman, Jernej Klemenc, Branislav Panić

“…Rather than relying on exact analytical solutions, it is often more practical to use approximations based on observed time-to-failure data. …”
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Federated Deep Learning for Scalable and Explainable Load Forecasting in Privacy-Conscious Smart Cities by Ibrahim Alzamil

“…As smart cities evolve, energy infrastructures are becoming more decentralized and dynamic due to the increased integration of renewables, electric vehicles, and consumer-driven usage behaviors. …”
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Assessment of Interregional Inequality of Tax Revenues by A. Sh. Kamaletdinov, A. A. Ksenofontov

“…Based on the Russian Federation subjects’ economic activity model, it is concluded that the total tax revenues collected on regions reflect the effectiveness of its functioning. A more accurate picture is described with the quotient of the tax revenues’ division by the labor resources engaged in their creation. …”
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An Efficient Mutual Authentication and Fractional Lyrebird Optimization With Deep Learning–Based SIP-Based DRDoS Attack Detection by V. Sreenivasulu, C. V. Ravikumar

“…Video calls and internet telephony over Internet Protocol (IP) are the most common applications on SIP. Generally, the SIP acts as an unsafe communication platform, due to the exchange of information via public channels. …”
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A major trade-off between growth and defense in Arabidopsis thaliana can vanish in field conditions. by Derek S Lundberg, Sonja Kersten, Ezgi Mehmetoğlu Boz, Pratchaya Pramoj Na Ayutthaya, Wangsheng Zhu, Karin Poersch, Wei Yuan, Sophia Swartz, David Müller, Ilja Bezrukov, HARVEST TEAM, Detlef Weigel

“…We hypothesized that ACD6 hyperactivity would not only affect the growth of microbial pathogens but also more generally change leaf microbiome assembly. To test this in an ecologically meaningful context, we compared plants with hyperactive, standard, and defective ACD6 alleles in the same field-collected soil, both outdoors and in naturally lit and climate-controlled indoor conditions, taking advantage of near-isogenic lines as well as a natural accession and a CRISPR-edited derivative. …”
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