A Forecasting Approach Combining Self-Organizing Map with Support Vector Regression for Reservoir Inflow during Typhoon Periods by Gwo-Fong Lin, Tsung-Chun Wang, Lu-Hsien Chen

“…The methods are applied to an actual reservoir watershed to determine the 1 to 3 h ahead inflow forecasts. …”
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A MODEL OF CLOSED CIRCUITS FORMING IN A LOGISTICS SYSTEM WITH FEEDBACK by Tetyana Kovtun

“…The aim of this article is to develop a model of the formation of reverse material flows using the processes of circular economy, which will achieve maximum efficiency of the logistics system. To achieve this aim it is necessary to solve the following tasks: to determine the essence and study the evolution of the circular economy through changes in the frameworks that form it; develop a graphical model of a logistics system with feedback, which is based on the implementation of circular processes; develop a mathematical model of the logistics system with feedback and conduct experimental calculations confirming its adequacy. …”
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Compositional modeling of solution gas–oil ratio (Rs): a comparative study of tree-based models, neural networks, and equations of state by Aydin Larestani, Sara Sahebalzamani, Abdolhossein Hemmati-Sarapardeh, Ali Naseri

“…However, traditional experimental methods for determining these properties, particularly the solution gas–oil ratio (Rs), are time-intensive and costly. …”
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Optimizing Work Planning for Grain Crop Cultivation: Software Components by V. V. Alt, S. P. Isakova

“…The paper considers modernization of the agricultural sector with the aim of enhancing its efficiency and competitiveness through the implementation of digital technologies. …”
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LEARNING ENGLISH THROUGH THE INTEGRATION OF STUDENTS’ EDUCATIONAL-COGNITIVE AND SELF-EDUCATIONAL ACTIVITIES by Liliya A. Dmytruk

“…Analysis, synthesis, induction, deduction, pedagogical observation, questioning, interviewing, experiment, methods of mathematical statistics were the basic methods of experimental efficiency verification of the developed model. …”
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Methodological Innovation in Evaluating the Cost-Effectiveness of Simulation Training Combining Transfer Effectiveness and Change-Point Analysis by Zhehan Jiang, Hao Hang, Xinyu Wu, Shate Xiang, Shucheng Pan

“…This was done to determine the optimal length of VR training that maximizes knowledge and skills transfer efficiency while minimizing costs, using 4 analytical methods: the transfer effectiveness ratio (TER) quantifying time savings, the incremental TER (ITER) assessing individual gains, isoperformance curves mapping cost-effectiveness, and change-point analysis identifying diminishing returns. …”
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CONCERNING CORRELATION BETWEEN METHODOLOGY AND TECHNOLOGY IN PEDAGOGICAL RESEARCH by Vladimir I. Zagvyazinsky

“…The present article is also devoted to this problem.Methods. The methods of the analysis, synthesis, idealisation, generalisation of author’s experience, a concrete definition and modelling are used.Results and scientific novelty. …”
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Improved Variational Mode Decomposition in Pipeline Leakage Detection at the Oil Gas Chemical Terminals Based on Distributed Optical Fiber Acoustic Sensing System by Hongxuan Xu, Jiancun Zuo, Teng Wang

“…While traditional VMD methods require manual parameter setting, which can lead to suboptimal decomposition results if parameters are incorrectly chosen, our proposed method introduces an improved particle swarm optimization algorithm to automatically determine the optimal parameters. …”
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Integration of soft skills into the program of maritime English by V. Kudriavtseva, S. Barsuk, O. Frolova

“…The stakeholders are increasingly recognizing the influence of human factors on the efficiency of the processes aboard ships and emphasize the urgent need for an overhaul of maritime education. …”
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THE DEVELOPMENT OF A BASIC PROCESS SCHEME FOR THE PREPARATION OF ISOAMYL ACETATE by S. L. Nazanskiy, M. S. Glukhova

“…To check operating efficiency of the scheme in real conditions, a verification calculation was made to determine the minimum and working reactor volume. …”
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Harnessing AI and Quantum Computing for Revolutionizing Drug Discovery and Approval Processes: Case Example for Collagen Toxicity by David Melvin Braga, Bharat Rawal

“…Regulatory processes may become more streamlined, using adaptive clinical trials, accelerating pathways, and better integrating digital data to reduce the time and cost of bringing new drugs to market. Computational data methods could be used to reduce the cost and time involved in experimental drug discovery, allowing researchers to simulate biological interactions and screen large compound libraries more efficiently. …”
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DNA familial binding profiles made easy: comparison of various motif alignment and clustering strategies. by Shaun Mahony, Philip E Auron, Panayiotis V Benos

“…In addition, multiple-alignment strategies for binding profiles and tree-building methods are tested for their efficiency in constructing generalized binding models. …”
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Optimization algorithms for multivariate sampling reduction using spatial-temporal data by Tamara Cantú Maltauro, Luciana Pagliosa Carvalho Guedes, Miguel Angel Uribe-Opazo

“…These zones can be defined by cluster methods and one of their advantages is to direct the determination of a future soil sampling, with a possible sample reduction. …”
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KINEMATIC STRUCTURE AND CHARACTERISTICS OF THE “DRAG FLICK” FIELD HOCKEY TECHNIQUE by A. Antonov

“…The technique is designed for shooting, mainly in the execution of a penalty corner, where the efficiency (success rate) varies between 40-60%. In Bulgaria, these values range between 20-30%. …”
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Monitoring and planning of local territorial development as a modelable business process: the case of Latvian municipalities by Vera Komarova, Edmunds Cizo, Timurs Boronenko

“…Furthermore, BPMdl maturity levels, especially in terms of methods and culture, are statistically significant determinants of local economic development. …”
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A systematic literature review on potential of ablution greywater reuse: current insights, challenges, and future prospects by Shayan Ameer, Nisar Muhammad, Khan Zaib Jadoon, Nadeem Sheikh, Khalil Ur Rahman

“…This research highlights a gap in determining cost-effective AGW recycling, focussing on treatment methods, cost efficiency, social acceptance, and environmental concerns, offering researchers an opportunity to explore optimal solutions.…”
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Smart Contracts and International Trade: European Legal Strategies for Managing Challenges by Th. D. Lamappulage Donn

“…The prospects foreseeable will significantly impact international economic relations and the transformation of international trade rules. This fact determines the study objective - to identify the possibilities of transforming the said rules and the political and legal strategies adopted by European countries to implement smart contracts in international trade.Methods: the study, devoted to the current international trade regulation in the context of contracts digitalization and spread of smart contracts, uses a combination of formal-legal and comparative-legal methods. …”
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The assessment of lacrimal film condition in patients with dry eye syndrome during therapy by F. A. Bakhritdinova, E. N. Bilalov, B. A. Oralov, S. Sh. Mirrakhimova, J. O. Safarov, O. I. Oripov, I. F. Nabiyeva

“…To evaluate the efficiency of modern imaging methods of meibomian gland ducts and determine the tear film break-up time (TFBUT) during therapy in patients with the secondary dry eye syndrome (SDES) of allergic etiology.Material and methods. 66 patients aged 38.0 ± 1.5 with SDES after allergic conjunctivitis were examined. …”
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A novel wide-area fault isolation scheme for regional power systems with changeable network topologies by Guangxiao Zhang, Xiaoyang Tong

“…This method significantly improves running efficiency and reduces memory usage, thanks to its early stopping mechanism and the use of a sparse adjacency matrix, in comparison to existing methods. …”
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USING REINFORCEMENT LEARNING ALGORITHMS FOR UAV FLIGHT OPTIMIZATION by O. Dutsiak, V. Yuzevych

“…Prospects for further improvement of the proposed method may include the study of methods to ensure more flexible movement within the map and optimization of sampling efficiency for improved real-world applicability.…”
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