MATHEMATICAL SUPPORT OF THE INTELLIGENT INFORMATION SYSTEM OF ASSESSING THE OBJECT STATE by Sofiia Yakubovska, Olena Vysotska, Vladimir Timofeev

“…The following result was obtained: the suggested mathematical models for predicting the outcome of myocardial infarction that were developed with the use of the method of discriminant function and took into account human blood values can prevent sudden coronary death and improve the diagnostic efficiency. …”
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Diagnostic potential of the B9D2 gene in colorectal cancer based on whole blood gene expression data and machine learning by Zhaorui Wang, Yongcheng Fu, Haozhe Zhang, Na Liu, Ningjing Lei

“…The biological functions of these genes were investigated through Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), the Human Protein Atlas (HPA), and Gene Set Enrichment Analysis (GSEA). …”
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A Prediction Model of Stable Warfarin Doses in Patients After Mechanical Heart Valve Replacement Based on a Machine Learning Algorithm by Bowen Guo, Cong Chen, Junhang Jia, Jubing Zheng, Yue Song, Taoshuai Liu, Kui Zhang, Yang Li, Ran Dong

“…Results: A total of 413 patients were included in this study for model training and validation, and 13 important features were selected for model development. The support vector machine radial basis function (SVM Radial) algorithm showed the best performance of all models, with the highest R2 value of 0.98 and the lowest MAE of 0.14 mg/day (95% confidence interval (CI): 0.11–0.17). …”
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Integration of Hybrid Machine Learning and Multi-Objective Optimization for Enhanced Turning Parameters of EN-GJL-250 Cast Iron by Yacine Karmi, Haithem Boumediri, Omar Reffas, Yazid Chetbani, Sabbah Ataya, Rashid Khan, Mohamed Athmane Yallese, Aissa Laouissi

“…The DNN-EKF model demonstrated exceptional predictive accuracy with an R² value of 0.99. The desirability function (DF) method identified the optimal machining parameters for the coated Si₃N₄ tool: <i>ap</i> = 0.25 mm, <i>f</i> = 0.08 mm/rev, and <i>Vc</i> = 437.76 m/min. …”
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Micro-credentials as an alternative means of recognising qualifications in education by A. A. Muravyeva, O. N. Oleynikova

“…Furthermore, it highlights the collective outcome of the formation of an interactive system involving key actors such as education, the public sector, and the private sector.Practical significance. …”
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Protocol for an economic evaluation alongside a natural experiment to evaluate the impact of later trading hours for bars and clubs in the night-time economy in Scotland: The ELEPH... by Colin Angus, Emma McIntosh, Nurnabi Sheikh, Jim Lewsey, Niamh Fitzgerald, Carol Emslie, Houra Haghpanahan

“…Introduction The night-time economy comprises various sectors, including hospitality, transportation and entertainment, which generate substantial revenues and contribute to employment opportunities. …”
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LH Gene Cloning, Sequence Feature Analysis and Prokaryotic Expression in Conger myriaster by Yan CHEN, Bao SHI, Chenggang WANG, Wanjun BO, Kewen YAN, Meijun TAO, Xinyu ZHAO, Xiaodong MA

“…Based on an instability index value of 66.49, the LH protein exhibits a state of instability. …”
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Experience with artificial intelligence algorithms for the diagnosis of vertebral compression fractures based on computed tomography: from testing to practical evaluation by Zlata R. Artyukova, Alexey V. Petraikin, Nikita D. Kudryavtsev, Fedor A. Petryaykin, Dmitry S. Semenov, Daria E. Sharova, Zhanna E. Belaya, Anton V. Vladzimirskyy, Yuriy A. Vasilev

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Health status biomarkers and hemato-biochemical indices in Nile tilápia by Lorena Bavia, Ana Paula da Silva, Milena Carvalho Carneiro, Melyssa Kmecick, Roberta Pozzan, Juan Esquivel-Muelbert, Lourdes Isaac, Maritana Mela Prodocimo

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Trends and Prospects in Educational Modernisation: A Hermeneutic Approach by A. F. Zakirova, Ye. N. Volodina

“…The prevalence of the technological component over the axiological results in the consolidation of a pragmatic, narrowly functional, technocratic vector of education development. …”
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Role Of Financial Intermediaries in Shadow Schemes: Risk-Based Approach by Inna Tiutiunyk, Yuliia Humenna

“…The article is devoted to the study of the role of financial intermediaries in the shadow sector of the economy. The main purpose of the article is to analyze and systematize the work of scientists to assess the risk of shadow transactions with the participation of financial intermediaries. …”
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System of singular integral equations in the problem of electromagnetic oscillations of a graphene-coated dielectric ball by Yu.G. Smirnov, O.V. Kondyrev

“…The purpose of the study is to obtain a system of integral equations for the vector boundary value problem of electromagnetic oscillations of a dielectric ball coated with graphene in a spherical coordinate system. …”

Relationships between arts participation, social cohesion, and well-being: an integrative review of evidence by Jill Sonke, Virginia Pesata, Aaron Colverson, Aaron Colverson, Jane Morgan-Daniel, Alexandra K. Rodriguez, Alexandra K. Rodriguez, Gray Davidson Carroll, Shanaé Burch, Abel Abraham, Seher Akram, Stefany Marjani, Cassandra Belden, Hiba Karim

“…IntroductionArts and cultural strategies have increasingly been engaged by the public health sector to enhance social cohesion, health, and well-being, as well as to address the significant health risks posed by social isolation and loneliness. …”
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Sufficient conditions for convergence of positive solutions to linearized two-dimensional sediment transport problem by Alexander I. Sukhinov, Valentina V. Sidoryakina, Andrey A. Sukhinov

“…For actual coastal systems with irregular coastal configuration, the flow vector is generally not orthogonal to the tangent line for the coastline at each of its points. …”
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Predicting specific wear rate of laser powder bed fusion AlSi10Mg parts at elevated temperatures using machine learning regression algorithm: Unveiling of microstructural morpholog... by Vijaykumar S. Jatti, R. Murali Krishnan, A. Saiyathibrahim, V. Preethi, Suganya Priyadharshini G, Abhinav Kumar, Shubham Sharma, Saiful Islam, Dražan Kozak, Jasmina Lozanovic

“…R-squared values and various error functions were employed to validate these strategies against the anticipated outcomes. …”
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One book too many by Andrej Blatnik

“…This has influenced also those factors in the communication circuit of the book which still belong to the public sector. Following the example of two bestsellers published in 2008, the author points out the differences in public and market functioning of structurally same books and emphasizes the importance of a conscious choice which positions the adequate product into the communication circuit of the book. …”
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Presentation of Financial Assets in the Monetary Statistics by V. N. Salin, O. Y. Sitnikova, L. Y. Arhangelskaya

“…A statistical study of transactions with financial assets and in connection with the formation of monetary aggregates makes it possible to identify not only the main trends in the development of these processes, but also makes it possible to characterize the contribution of a particular subsector to the total value of financial intermediation, to analyze the relationship between the financial corporations’ sector and other sectors, and also a comprehensive change in the volume and composition of stocks and flows of financial assets as a result of exchanges between residents and non-residents.The authors comprehensively reviewed the methodological framework for constructing money aggregates and reviews of the financial corporations’ sector, incl. in the context of financial instruments. …”
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The Application of Improved Spherical Harmonics Expansion-Based Multilevel Fast Multipole Algorithm in the Solution of Volume-Surface Integral Equation by Jinbo Liu, Mang He, Zengrui Li, Jianxun Su

“…A result employing the OpenMP parallelization and vector arithmetic logic unit (VALU) hardware acceleration technique is also shown to illustrate the robustness and scalability of the improved SE-MLFMA method.…”
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CONTROL AND ESTIMATION FOR A CLASS OF IMPULSIVE DYNAMICAL SYSTEMS by Tatiana F. Filippova

“…The case of combined controls is studied here when both classical measurable control functions and the controls generated by vector measures are allowed.  …”
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Design of an evolutionary model for international trade settlement based on genetic algorithm and fuzzy neural network. by Jiaqing Huang, Yang Liu, Miaomiao Tu, Osama Sohaib

“…The GA is used to fine-tune the structure, membership functions, and parameters of the FNN to improve predictive performance. …”
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