Search Results - "data processing methods"

MODEL AND ALGORITHMS FOR DETERMINING THE LOCATION AND POSITION OF AGRICULTURAL MACHINERY DURING THE MOVEMENT by Andrii Podorozhniak, Oleksii Balenko, Valentyn Sobol

“…The following methods are used: methods of mathematical statistics, methods of information systems theory and data processing, methods of random signals filtration. The following results were obtained: during research, the agricultural machinery physical model to collect information from sensors during movement was created. …”
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A new trauma severity scoring system adapted to wearable monitoring: A pilot study. by Alice Lemarquand, Pierre Jannot, Léo Kammerlocher, Gaëlle Lissorgues, Michel Behr, Pierre-Jean Arnoux, Salah Boussen

“…Combined with new data processing methods, it constitutes a promising opportunity for telemonitoring, triage in mass casualty situations, or early diagnosis after a traffic or sport accident. …”
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Bayesian modeling of risks of various origin by Петро Бідюк, Наталія Володимирівна Кузнєцова, Олександр Трофимчук, Олександр Терентьєв, Людмила Левенчук

“…The purpose of the paper is to perform overview of some Bayesian data processing methods providing apossibility for constructing models of financial risks selected. …”
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Development of a Model of the Regional Economic System of the Subject of the Russian Federation by D. M. Zhuravlev

“…To achieve this goal, the following tasks were solved: requirements for the model were formulated; composition fixation and categorization of economic processes completed; the layout of numerical indicators; justified the use of the modeling method; the proof of model performance.Methods: in the study of the problem, the search and development of solutions, methods of comparative analysis, economic and mathematical modeling (regression analysis, correlation analysis, factor analysis, index methods), statistical data processing methods, as well as specially developed application software were used. …”
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Combating electricity fraud: Employing hybrid learning and computer vision for sustainable energy management by Jui-Sheng Chou, Nader Anwar Charaf, Dani Nugraha Limantono, Hoang-Minh Nguyen

“…The research employs data processing methods, including the Synthetic Minority Over-sampling Technique (SMOTE), to address data imbalance, as well as zero imputation and regression techniques to manage missing data. …”
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MagPySV: A Python Package for Processing and Denoising Geomagnetic Observatory Data by G. A. Cox, W. J. Brown, L. Billingham, R. Holme

“…However, current data processing methods rely on piecemeal closed‐source codes or are performed on an ad hoc basis, hampering efforts to reproduce data sets underlying published results. …”
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SYSTEM-ACTIVITY APPROACH TO FORMATION OF RESEARCH COMPETENCE OF FUTURE TRANSLATORS BY PROJECT-BASED LEARNING METHODS by Valeriia M. Vasyliuk

“…The content of the concept of “research competence” is analyzed and it is established that the basis of research competence is the ability to identify the problem in time, formulate a hypothesis, select and analyze the necessary information for research, select the necessary research and data processing methods. The ability to analyse the intermediate results of the study, to discuss the possibility of interpreting the results of the study, to use the results of the study in practice is required. …”
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Personnel Renewal in Moscow Healthcare System: Socio-Demographic Aspects by O. A. Kolennikova, M. S. Toksanbaeva

“…Statistical and analytical data processing methods were used for data analysis. Results. …”
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Development of interaction of structural elements of financial mechanism within state procurements system by I. Yu. Fedorova

“…Purpose: to consider the evolvement of relationships between the structural elements of the financial mechanism in the public procurement framework and estimate their qualitative change under the influence of financial and economic instruments from the point of view of increasing the efficiency of using financial resources in the context of a program-oriented approach to budget expenditure planning.Methods: the research was conducted with the application of general and specific scientific methods, which include statistical analysis, analytical data processing methods, analogies, scientific generalizations, etc.Results: based on the analysis of changes in legal framework the author of the research performed evaluation of the interaction of structural elements of financial mechanism on the stages of planning, supplier selection, performance of contract; there were analysed perspectives of its development through transformation of integrated use of instruments, and defined evaluation marks of procurement monitoring within the governmental programs. …”
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Random Noise Suppression Method for Inertial Sensors Based on Complexing an AR Model and Adaptive SRUKF Kalman Filter under the PINS Alignment on a Stationary Platform by Trong Yen Nguyen, Quoc Khanh Nguyen, Van Khoi Nguyen

“…In this context, in order to reduce the time of the gyrocompassing mode, data processing methods should be used to eliminate the bias instability and random noise in the signals received from PINS inertial sensors.Aim. …”
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NEW APPROACH TO STRONG EARTHQUAKE PREDICTION IN THE SOUTH BAIKAL REGION ON THE BASIS OF ROCK DEFORMATION MONITORING DATA: METHODOLOGY AND RESULTS by S. A. Bornyakov, A. I. Miroshnichenko, G. V. Vstovsky, A. E. Sintsov, D. V. Salko

“…The description includes the details of its conceptual basis, technical support and data processing methods. The discussion focuses on the instrumental measurements of rock deformation related to three strong events in the study area – Kultuk (August 27, 2008), Bystrinskoe (September 21, 2020), and Kudara (December 10, 2020) earthquakes. …”
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Strength of the connection of kernels with an ear of the trititrigia variety ‘Pamyati Lyubimovoy’ in the dead-rape stage by V. I. Pakhomov, I. V. Chervyakov, А. А. Kolin’ko, S. I. Kambulov, Т. А. Maltseva

“…During the current study, there were used statistically generally accepted data processing methods, namely, the estimation of release, the normality of distribution using the Shapiro-Wilk test, and the comparative Student’s T-test. …”
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Transformation of law in the context of digitalization: defining the correct priorities by E. L. Sidorenko, P. von Arx

“…Despite the fact that several strategies for the development of digital law are being worked out at the level of international organizations, neither in theory nor in practice is there a single understanding of the legal nature of digital technologies and the foundations of their legal regulation.From this perspective, the purpose of this article is to understand the system and the main categories of the digital economy through the prism of fundamental legal institutions, based both on the traditional principles of scientific analysis and on the results steaming from applied data processing methods.Using methods of theoretical modeling, idealization, and theoretical experiments, the authors consider the categories of legal personality, security, and tort of digital technologies and products, compare them with similar legal institutions, and determine possible options for integrating new legal categories into traditional rule of law on contracts, liability, and the protection of intellectual rights.As a result of the study, the authors have assembled their vision of those benchmarks, on which international strategies for regulating the digital economy should be built. …”
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A comparative study of machine learning techniques and data processing for predicting the compressive strength of pervious concrete with supplementary cementitious materials and ch... by Navaratnarajah Sathiparan, Pratheeba Jeyananthan, Daniel Niruban Subramaniam

“…A comprehensive dataset of 659 observations was compiled from various studies, emphasizing the significance of input variables such as calcium oxide (CaO), silicon dioxide (SiO₂), aluminium oxide (Al₂O₃), and curing period. Various data processing methods were employed to enhance model performance, including Max-Min normalization, Z-score normalization, robust scaling, log transformation, and sigmoid normalization. …”
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Eco-map of an urban area as an essential spatial planning element by V. V. Rukavitsyn, V. N. Exaryan

“…Thanks to advances in sensor technology, monitoring systems, remote sensing and data processing methods, information about the ecological state of an urban area can be collected in real time. …”
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Model of the Interactive Educational Environment at the University by A. V. Vasilieva

“…The responses received were processed using statistical data processing methods and presented in the form of a diagram. …”
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The Determinants of Two-Wheeled Vehicle Riders’ Riding Behavior and Their Consequences: A Literature Review, Conceptual E-TPB Model, and Research Agenda by Haibing Yang, Muhamad Nazri Borhan, Ahmad Nazrul Hakimi Ibrahim, Fazilatulaili Ali

“…This paper bridges the gaps between under-explored factors for data collection and data processing methods. This study provides a unique perspective for improving road safety and a theoretical contribution.…”
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SEISMIC PICTURE OF A FAULT ZONE. WHAT CAN BE GAINED FROM THE ANALYSIS OF FINE PATTERNS OF SPATIAL DISTRIBUTION OF WEAK EARTHQUAKE CENTERS? by Gevorg G. Kocharyan, Svetlana B. Kishkina, Aleksey A. Ostapchuk

“…Based on the data from a very dense network of digital seismic stations installed in this region and with application of modern data processing methods, differential coordinates of microearthquakes can be determined with errors of about first dozens of meters.It is thus possible to precisely detect boundaries of the areas wherein active deformation processes occur and to reveal spatial patterns of seismic event localization.In our analyses, data from the most comprehensive seismic catalog were used. …”
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Big Data Intelligent Analysis Technology for the Study of Spatial and Time Trends in the Development of Large Cities by K. V. Mulyukova, I. V. Mulyukov, V. M. Kureichik

“…A MongoDB cluster was created on several computers, each of which was working with its own data set without intermediate results.The results of the computational experiment showed that when using the graphical form (vector) of big data representation, the costs and time for interpreting mining data were reduced.Combining big data processing methods and their presentation through graphical abstraction allows getting new results from existing data sets.Conclusion. …”
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Regulatory Genetic Networks by microRNAs: Exploring Genomic Signatures in Cervical Cancer by Carlos Pérez-Plasencia, Yaneth Citlalli Orbe-Orihuela, Armando Méndez-Herrera, Jessica Deas, Claudia Gómez-Cerón, Hilda Jiménez-Wences, Julio Ortiz-Ortiz, Gloria Fernández-Tilapa, Aldo Francisco Clemente-Soto, Jesús Ricardo Parra-Unda, Jesús Salvador Velarde-Felix, Mauricio Rodríguez-Dorantes, Oscar Peralta-Zaragoza

“…However, discrepancies among studies have been noted, possibly due to variations in sample collection, technological platforms, and data processing methods such as normalization and filtering. …”
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