Search Results - data processing methods

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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Legal Means of Providing the Principle of Transparency of the Artificial Intelligence by Yu. S. Kharitonova

“…It is proved that transparency and explainability of the artificial intelligence technology is essential not only for personal data protection, but also in other situations of automated data processing, when, in order to make a decision, the technological data lacking in the input information are taken from open sources, including those not having the status of a personal data storage. …”
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Enabling data‐driven collaborative and reproducible environmental synthesis science by Julien Brun, Nicholas J. Lyon, Angel Chen, Ingrid Slette, Gabriel De La Rosa, Jennifer E. Caselle, Frank W. Davis, Martha R. Downs

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SemantiPack: An Efficient Real-World Data Compressor Using Structural and Semantic Metadata by Yoshiteru Nagata, Daiki Kohama, Yoshiki Watanabe, Shin Katayama, Kenta Urano, Takuro Yonezawa, Nobuo Kawaguchi

“…Experimental results demonstrate up to 23.2% improved compression rate for JSON and 19.3% for CSV compared to conventional methods while maintaining a faster or equivalent processing speed compared to conventional methods. …”
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Three-Dimensional Particle-Discrete Datasets: Enabling Multidimensional Particle System Characterization Using X-Ray Tomography by Ralf Ditscherlein, Urs A. Peuker

“…The research further introduces innovative sample preparation techniques for particle collectives, aiming to reduce post-processing efforts in image analysis. Additionally, the development of a particle database, aligned with FAIR data principles (Findable, Accessible, Interoperable, and Reusable), supports data sharing and collaborative research. …”
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COGORT METHOD AND OTS APPLICATIONS TO INSURANCE STATICTICS by Yu. F. Kasimov, A. K. Kerimov

“…The study gives a detailed and rigorous presentation as a method of formation of different cohorts data for a specified period of assessment the aggregated characteristics and methods of calculation of interest to insurance of indicators (absolute and relative) for these cohorts. …”
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A Two-Stage Method for Decorrelating the Errors in Log-Linear Models for Spectral Density Comparisons in Neural Spike Sequences by Georgios E. Michailidis, Vassilios G. Vassiliadis, Alexandros G. Rigas

“…To decorrelate the error terms in the log models, we apply a two-stage method: in the first stage, the error terms are identified by choosing a suitable model, while in the second stage, the reliable estimates of the unknown parameters involved in the polynomial expressions are derived by decorrelating the data. …”
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Standardized disease-related measures in diabetes research: results from a global consensus process by Meena Daivadanam, Kristi Sidney Annerstedt, Rajesh Vedanthan, Louise Maple-Brown, Louise Maple-Brown, Gary Parker, Maia Ingram, Gina Agarwal, Josefien van Olmen, Josefien van Olmen, Renae Kirkham, Kirsten Bobrow, Francisco Gonzalez-Salazar, Fanny Monnet, GACD Diabetes Data Standardization Working Group, Aravinda Berggreen-Clausen, Christina Mavrogianni, David Guwatudde, Deksha Kapoor, Edward Fottrell, Elsa Cornejo, Jeroen De Man, Maria Lazo-Porras, Ninha Silva, Puhong Zhang, Violeta Iotova, Xuanchen Tao

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Dataset and multivariate statistical tools for mathematical modeling of water desorption isotherms and infrared spectral properties of cupuassu (Theobroma grandiflorum L.) pulpMend... by Andrés F. Bahamón-Monje, Paola A. García-Rincón, Gentil A. Collazos-Escobar, Claudia M. Amorocho-Cruz, Nelson Gutiérrez-Guzmán

“…Furthermore, two MATLAB scripts are dedicated to spectral preprocessing and PCA: one prompts the user to select preprocessing techniques, including the option for sequential application, and visualizes the resulting infrared spectra; the other enables PCA calibration based on the selected preprocessed data. This research provides valuable insights for the food industry, supporting informed decision-making in cupuassu pulp processing. …”
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Image Visual Quality: Sharpness Evaluation in the Logarithmic Image Processing Framework by Arnaud Pauwelyn, Maxime Carré, Michel Jourlin, Dominique Ginhac, Fabrice Meriaudeau

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Dynamics of sea level and land on the Black Sea coast during the twentieth and twenty-first centuries by O.R. Andrianova, R.R. Belevich, M.I. Skipa, V. Peychev

“…Trends in the sea level and land on the Black Sea coast were explored by using the average annual sea level data on the set of stations in the period from 1874 to 2015. …”
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Voltage Control via Tap-Changing Transformer Using the Holomorphic Embedding Load Flow Method Based on Total Multiplication of Polynomials by Glaucus R. S. Lima, Edimar J. Oliveira, Leonardo W. Oliveira

“…Representative wind generation scenarios produced by applying the modified Iterative Self-Organizing Data Analysis Technique Algorithm are used, considering annual historical generation data. …”
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Transdisciplinary integration of knowledge in the environment of a virtual stem center by Viktor Shapovalov, Oleksandr Stryzhak

“…The use of such approaches is focused on developing effective methods for structuring and presenting educational knowledge in the STEM education system, emphasizing the importance of integrating different scientific disciplines to optimize the educational process. …”
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Transdisciplinary integration of knowledge in the environment of a virtual stem center by Віктор Шаповалов, Олександр Стрижак

“…The use of such approaches is focused on developing effective methods for structuring and presenting educational knowledge in the STEM education system, emphasizing the importance of integrating different scientific disciplines to optimize the educational process. …”
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The Effect of Taxation on Greenhouse Gas Emissions by Žiga KOTNIK, Maja KLUN, Damjan ŠKULJ

“…This paper examines the effect of governmental environmental taxes on greenhouse gas (GHG) emissions using a panel data set of 19 EU countries for the time period 1995-2010. …”
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ON EXPERT INFORMATION FUZZIFICATION METHOD by Valery P. Dimitrov, Lyudmila V. Borisova, Inna N. Nurutdinova

“…The focal points of the fuzzif ication method under the fuzzy expert data processing for the logical deduction co nstruction in expert systems are considered. …”
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Digital Footprint as a Source of Big Data in Education by T. M. Shamsutdinova

“…The purpose of this study is to consider the prospects and problems of using big data in education.Materials and methods. The research methods include analysis, systematization and structuring of information in the field of big data application in education, as well as modeling and software implementation of a test model for processing big data by using the Apache Spark framework.Results. …”
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Towards the environmental geography concept by Sergiy Kostrikov, Kateryna Segida

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Dynamically Changing Parallelism with the Asynchronous Sequential Data Flows by Alexander I. Legalov, Ivan V. Matkovskii, Mariya S. Ushakova, Darya S. Romanova

“…We give a preliminary parallelism assessment which depends on the ratio of the rates of data arrival and their processing. The proposed methods can be used in the development of the future languages and tool-kits of architecture-independent parallel programming.…”
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Technique for the imaging crystalline basement according to the DSS data by О. О. Верпаховська

“…The main part of the existing migration methods, the use of which makes it possible to form an image of the deep structure of the study area in the dynamic characteristics of the recorded wave field, is focused on processing seismic data obtained by the method of reflected waves with multiple overlap observation systems (MOV—CDP). …”
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