Surprise Bug Report Prediction Utilizing Optimized Integration with Imbalanced Learning Strategy by Hui Li, Yang Qu, Shikai Guo, Guofeng Gao, Rong Chen, Guo Chen

“…Therefore, the identification of surprise bugs becomes an important work in practices. In recent years, some methods have been proposed by the researchers to identify surprise bugs. …”
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CYCLICAL DYNAMICS OF THE «EXTERNAL» AND «INTERNAL» ENVIRONMENTS OF BUSINESS-ORGANIZATIONS IN GR-MANAGEMENT by A. A. Degtyarev, М. D. Bondarev, A. S. Teteryuk

“…During such activities GR-specialist regularly faces the practical problems of frequent temporary error (“temporal asynchrony”) and low level of spatial contingency (“spatial incongruence”) between the “sectoral (environmental)” types of managerial dynamics and their autonomous rhythms and paces, special sectoral functioning and development strategies, deployed within each of these sectors (industry business strategy vs public policy area) and specific phases of the cycles of corporate and public governance, yet weakly interlinked. …”
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Modelling Methodology as the Basis for Implementation of an Interdisciplinary Approach in the Training of Students of Pedagogical Specialties by E. A. Perminov, V. A. Testov

“…It is demonstrated that in accordance with the modelling methodology, the main didactic goal of such courses is to teach the implementation of stages for investigating solutions of research problems (objects of processes or phenomena) using information technologies.Practical significance. The materials of the article contribute to the implementation of the interdisciplinary approach in the content of training of students of pedagogical specialties. …”
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Determination of the Optimal Spraying Application Rate for Improving the Vegetative Growth of Maize Crop Using Knapsack sprayer by Majid H. Alheidary, Sadiq J. Muhsin, Anhar M. Alshummary

“…Nevertheless, foliar fertilization is more practical and cost-effective in some situations. The main diagnostic methods for crop nutrients are foliar and soil fertilization tests to improve crop growth responses. …”
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Professionally focused vlog in pre-service foreign language teacher education by A. Melnyk

“…They entail: setting explicit  project objectives aligned with authentic outcomes reflective of prospective professional activities; creating quasi-professional tasks (a partial analogue of a professional one) designed to enhance university-level students’ professional motives and interests in teaching languages and cultures, and modelling situations that closely mirror challenges pertinent to professional advancement; maintaining a project log for a 4-5 weeks duration, meticulously managing ordered stages of work during classroom and extracurricular activities, accompanied by a set of exercises and tasks for improving linguistic, speech, educational-strategic and socio-cultural competences; promoting personalised learning to explore topics that align with their professional aspirations; facilitating reflection practices, taking into account the obstacles students encountered and the resolution strategies they surmounted in pursuit of project goals; emphasizing self-regulation, critical appraisal and revision.…”
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Training Specialists in the Field of Innovative Financial Technologies in Russia by A. A. Tsyganov, S. V. Brovchak, Yu. A. Gorelova, L. S. Krutova

“…It is shown that in the conditions of an underdeveloped market and the initial stage of a professional community development, educational infrastructure can become a tool for market development based on a common understanding and standardization of educational competencies and programming of its further development. Practical significance. Taking into account the results obtained, conclusions were formulated that make it possible to substantiate the need to introduce an independent assessment of the formed qualifications into the educational process.…”
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Methodology for Analyzing Powder-Based Fire Extinguishing and Its Optimization by Amir Shalel, David Katoshevski, Tali Bar-Kohany

“…The methodology also offers a pathway for finding the maximal extinguishing particle diameter (MED) when the heterogeneous extinguishing mechanism acquires its maximal impact.There is no benefit with a larger particle diameter as it would not practically achieve better extinguishment, but would lead to a potential waste of powder and hence damage equipment. …”
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THE ANALYSIS OF THE ARTISTIC AND GRAPHIC DESIGN OF THE HUMOROUS MAGAZINE «BALDA» IN THE CONTEXT OF SPECIALIZED EDITIONS OF THE EARLY TWENTIETH CENTURY by Svetlana N. Sheveleva

“…The method and methodology of the work: the basis of the research is the principle of a systematic approach, as well as matrix, analytical, thematic and typographic methods. The practical significance of this work lies in the possibility of using the data obtained when creating new journals, as well as for adapting existing ones to modern requirements. …”
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Two-Dimensional Electroosmotic Consolidation Theory of Nonlinear Soil Voltage Distribution Characteristics by Yang Shen, Jianting Feng, Yinghao Ma, Hanlong Liu

“…Then, the anodic electrode was taken as the research object, and a two-dimensional horizontal plane model of electroosmosis was established because it represents practical electroosmosis applications more closely than some other models. …”
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Predicting Factors Affecting Survival Rate in Patients Undergoing On‐Pump Coronary Artery Bypass Graft Surgery Using Machine Learning Methods: A Systematic Review by Alireza Jafarkhani, Behzad Imani, Soheila Saeedi, Amir Shams

“…By identifying high‐risk patients through these key factors, our findings offer practical insights for healthcare providers, enhancing patient management and customizing therapeutic strategies after CABG. …”
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PEER TUTORING IN LEARNING A FOREIGN LANGUAGE AS A NON-MAJOR by E. A. Makarova

“…The undertaken experiment lasted for two years, showed that peer tutoring advantages in foreign language training consist in the following: firstly, such way of lessons allows teachers to avoid time-losing monotonous reading and translations of texts discouraging students; secondly, exchanging opinions, students study each other and gain skills of estimation of personal and others' work; thirdly, interacting in pairs or small groups, pupils are more active, than during the independent work or work organized by the teacher, they react to the arising educational situations; finally, such training considerably solves a problem of shortage of class periods on teaching the subject "Foreign language" as students manage to cope with much large scope of a training material as compared they manage to make during the traditional organization of an educational process.Practical significance. The obtained data contribute to the study of educational problems of adaptation and motivation, and can be used in teaching foreign languages as well as major subjects at higher educational institutions.…”
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High-Performance Computational Early Warning Analysis of Agricultural Economy Relying on Binary Fuzzy Cluster Analysis Algorithm by Fang Tang

“…The results and the use of integrated pollutant index evaluation method results are consistent, indicating that the use of fuzzy clustering model for water quality evaluation is practical and effective. Its functional structure includes management business, innovation business, service business, production business, and operation business functions, in addition to the design of the collection and storage scheme based on Hadoop data warehouse, to achieve accurate matching of information of science and technology agricultural services in the whole agricultural industry chain. …”
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Mathematical models of Plasmodium vivax transmission: A scoping review. by Md Nurul Anwar, Lauren Smith, Angela Devine, Somya Mehra, Camelia R Walker, Elizabeth Ivory, Eamon Conway, Ivo Mueller, James M McCaw, Jennifer A Flegg, Roslyn I Hickson

“…In doing so, we aim to assist researchers working on mathematical epidemiology, disease transmission, and other aspects of P. vivax malaria by highlighting best practices in currently published models and highlighting where further model development is required. …”
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Nitrogen Balance of Effluent Irrigated Silage Cropping Systems in Southern Australia by Chris J. Smith, Val O. Snow, Ray Leuning, David Hsu

“…Results from the project provide pig producers with the knowledge necessary to evaluate the efficiency of such systems for managing N, and enable sustainable effluent reuse practices to be developed. Oats were grown through the winter (May to November) without irrigation, and irrigated maize was grown during the summer/autumn (December to April). …”
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An Update Review to Cast Light on the Possible Role of Altered Oropharyngeal Microbiota in Differentiating True Psychosis from Malingered Psychosis in a Forensic Psychiatric Settin... by Mohsen Khosravi, Domenico De Berardis, Sahel Sarabandi, Sakineh Mazloom, Amir Adibi, Negin Javan, Zahra Ghiasi, Mohammad Nafeli, Negar Rahmanian

“…Accordingly, a summary of gathered evidence is provided by the present review for enhancing future evaluation of oropharyngeal microbiome composition as a practical indicator for diagnosing true psychosis in a forensic psychiatric setting. …”
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Enhanced Chemical Insights into Fullerene Structures via Modified Polynomials by Ali N. A. Koam, Ali Ahmad, Raed Qahiti, Muhammad Azeem, Waleed Hamali

“…This study highlights the potential for these algebraic tools to bridge the gap between theoretical models and practical applications in nanotechnology and materials science, paving the way for innovations in drug delivery, electronic devices, and catalysis.…”
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Novel Osteo Refurbishment Method and Choice of Colouring Materials for Anatomy Specimens by Dibakar BORTHAKUR, Rajesh KUMAR, Neerja RANI, Rima DADA

“…The initial experience with NORM yielded encouraging results with potential practical utility.…”
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LEASING AS FORM OF STATE-PRIVATE PARTNERSHIP by E. B. Zavyalova, I. V. Linev

“…The leasing possessing financial, investment, organizational and operational, service, practical and other advantages, represents one of the most acceptable PPP forms, for realization in modern conditions of domestic economy. …”
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Optimal exercise modalities and doses for therapeutic management of osteoarthritis of the knee by Max Whitfield, Owen W. Tomlinson

“…Additionally, summarised findings are discussed to give practical exercise recommendations to promote effective KOA management and recommendations for ongoing research.…”
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Validity and Reliability of Dynamic and Functional Balance Tests in People Aged 19-54: A Systematic Review by Kim J Lesch, Sanni Tuomisto, Heikki O Tikkanen, Mika Venojärvi

“… # Discussion In conclusion, the Y-Balance Test stands out as the most practical dynamic balance assessment for clinical use, characterized by a standardized protocol, good repeatability, affordability, and ease of application. …”
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