Search Results - data processing methods

YOLOv8 with Post-Processing for Small Object Detection Enhancement by Jinkyu Ryu, Dongkurl Kwak, Seungmin Choi

“…Small-object detection in images, a core task in unstructured big-data analysis, remains challenging due to low resolution, background noise, and occlusion. …”
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Evaluation of Decision-Making Processes and Impact Levels in Apparent Loss Management Using Analytic Hierarchy Process (AHP) and Fuzzy AHP by Furkan Acar, Cansu Bozkurt, Mahmut Fırat

“…The main heading of data measurement and management has the highest weight (0.5048 with the AHP method and 0.3489 with the BAHP method). …”
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Naked oat is promising raw material for deep grain processing by N. R. Andreev, V. G. Goldstein, L. P. Nosovskaya, L. V. Adikaeva, E. O. Golionko

“…During the research conducted at the All-Russian Research Institute for Starch Products there has been developed a technological mode of using cellulolytic enzymes to reduce the viscosity of grain pulp obtained by grinding naked oat grains soaked in a sodium metabisulphite solution. As the experimental data had been processed, the optimum technological parameters of the process were determined: the consumption of the enzyme preparation Viscoferm was 200 g/t of grain and the dura-tion of fermentation by constant stirring for 2.5 hours at pH 4.6 and temperature 50°C. …”
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Integration of high-resolution data for a complementary assessment of forest dynamics in Europe by Benjamin Labohm, Manuel Wolff, Dagmar Haase

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GAMIFICATION AS A MODERN TREND IN THE STUDY OF GEOGRAPHY IN GENERAL EDUCATIONAL INSTITUTIONS by Vitaliy Bezugly, Victor Hrushka

“…It aids in improving learning through interactivity, actively engages students in the learning process through interactive methods that allow them to interact with the learning material. …”
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Reliability Allocation Method of NC Servo Tool Rest Based on Improved Comprehensive Factor Method by CHEN Chuanhai, GUO Jinyan, LIU Mingying, LIU Zhifeng, YANG Zhaojun, QI Baobao

“…Aiming at the uncertainty caused by independent consideration of influencing factors and expert scoring in the process of reliability allocation, a reliability allocation method of NC tool holder based on grey correlation theory, fuzzy set theory and ordered weighted averaging operator is proposed The technical level,importance, complexity, operation environment, maintainability, cost effectiveness ratio and other influencing factors are comprehensively considered.The factors are refined and organized into layers to establish a layered comprehensive factor evaluation model. …”
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Problems of Modern Transformation of Statistics by O. E. Mikhnenko, V. N. Salin

“…The research uses the methods of system and comparative analysis to consolidate modern concepts of economic system management, directions of development in statistics, development of digital technologies and their introduction in statistical processes.…”
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Exploring Applications and Practical Examples by Streamlining Material Requirements Planning (MRP) with Python by João Reis

“…Consequently, this study aims to address this gap by exploring the applications of Python in simplifying the MRP processes. <i>Methods</i>: This article offers a twofold approach: firstly, it conducts research to uncover the potential applications of the Python code in streamlining the MRP operations, and the practical examples serve as evidence of Python’s efficacy in simplifying the MRP tasks; secondly, this article introduces a conceptual framework that showcases the Python ecosystem, highlighting libraries and structures that enable efficient data manipulation, analysis, and optimization techniques. …”
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Sociological methods in human-geographic researches: features of application by Lyudmyla Niemets, Maryna Lohvynova, Olha Suptelo

“…Sociological methods operate with large amounts of data and can be applied at various stages of socio-geographical research: at the stage of collecting information, its processing and interpretation. …”
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Control chart for geometrically distributed data based on Bayesian fast double bootstrap by Muhammad Yahya Matdoan, Muhammad Mashuri, Muhammad Ahsan

“…By efficiently handling small sample sizes and effectively detecting large process shifts, this method aims to significantly enhance the accuracy and reliability of process monitoring. …”
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Effect of Molecular Cooking Techniques on Functional Compounds by Muhammet Ali Cakir, Deniz Kara, Mervenur Cala, Sebnem Trak, Zeynep Ipek

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SPATIAL ANALYSIS OF CITIES AND AGGLOMERATIONS: INTEGRATION OF GIS AND BIG DATA TECHNOLOGIES by A. A. Cherkasov, R. K. Maxmudov, N. V. Sopnev

“…Modern GIS is an effective tool for solving the problem of processing and interpreting big data. GIS allows you to structure data and visualize it, thus obtaining a geographical interpretation of information. …”
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Separation of Cyclostationary Signals and Interference in Transmission Lines of Printed Circuit Boards Based on Independent Component Analysis by Yu. V. Kuznetsov, A. B. Baev, M. A. Konovalyuk, A. A. Gorbunova

“…The performance of the proposed signal separation method is demonstrated using the results of parallel and independent data processing measured in microstrip transmission lines in an experimental setup with two closely spaced printed circuit boards. …”
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Elbow Joint Angle Estimation Using a Low-Cost and Low-Power Single Inertial Device for Daily Home-Based Self-Rehabilitation by Manon Fourniol, Rémy Vauché, Guillaume Rao, Eric Watelain, Edith Kussener

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Developing a digital health competency assessment framework for public health services: a Delphi-AHP approach by Yibei Yao, Jindan Cao, Zheng Tan, Keli Chen

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Application of gamma-ray spectroscopy and IR-spectroscopy methods for the purposes of ore geology in the Timan-Pechora Oil and Gas Province (the case of Ukhta Region) by I. R. Makarova, N. N. Laptev, S. A. Gorobets, F. F. Valiev, A. M. Yafyasov, V. O. Sergeev, A. I. Zippa, N. A. Sukhanov, D. K. Makarov, A. S. Grishkanich

“…On the example of Ukhta Region according to the proposed indicators, the sections from the VendianRiphean to Domanic inclusive were interpreted.The performed work showed the possibility of comparing the calculated gamma-spectroscopic data with the data of other methods. This opens up a broader perspective for the use of express non-destructive gamma-spectroscopic method for detecting levels with a high content of uranium in the shale rocks, to which ore-bearing concentrations of a number of metals are also confined.…”
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Real-Time Optical Spectrum Fourier Transform With Time–Bandwidth Product Compression by Hao Sun, Xinyi Zhu, Wei Li, Ninghua Zhu, Ming Li

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THE MARKET FOR BIG DATA AND ITS TOOLS: TRENDS AND PERSPECTIVES IN RUSSIA by S. Mitrovic

“…The research conducted in this article represents the development of scientific ideas about modern methods of economic analysis and business intelligence based on the processing of "large data", as well as the existing problems of their implementation in the practice of Russian companies. …”
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ANALYSIS OF MULTIDIMENSIONAL MEDICAL DATA USING PICTOGRAPHICS «CHERNOFF FACES» by I. A. Osadchaya, O. G. Berestneva, Ye. V. Nemerov

“…The use of graphics in research works not only increases the speed of information transmission and increases the level of its understanding, but also contributes to the development of such important for professionals in any industry qualities of intuition and creative thinking. Methods of cognitive graphics significantly extend the capabilities of specialists any field of knowledge to identify the most informative parameters when processing the extensive data base and solving specific problems; detect sometimes radically new facts, radically changing their views known. …”
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Standardized Approach to Life History Data Collection in Poeciliid Fishes by Erik S. Johnson

“…Here, I present a standardized approach to studying life history traits in livebearing fishes. I describe methods for preserving samples in the field, for collecting data on a standard set of life history traits, and for processing data in ways that will allow comparisons among studies. …”
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