Search Results - data processing methods

Optimizing foamed glass production with machine learning by Uroš Hribar, Sintija Stevanoska, Christian L. Camacho-Villalón, Matjaž Spreitzer, Jakob König, Sašo Džeroski

“…In this paper, we apply machine learning methods, i.e., random forests of predictive clustering trees and a multilayer perceptron, training them on 124 experimental data points to accurately predict the apparent density and closed porosity of foamed glass. …”
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Measles and rubella in the North-West of Russia in period of elimination by M. A. Bichurina, N. V. Zheleznova, A. A. Sharova

“…Strains of rubella virus of genotype 1E were detected.Conclusion. The data of annual measles incidence and molecular studies of circulating wild type measles viruses prove the on-going measles elimination process in the NorthWest of Russia. …”
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A new method for internal urinary metabolite exposure and dietary exposure association assessment of 3-MCPD and glycidol and their esters based on machine learning by Yimei Tian, Sunan Gao, Fan Zhang, Xuzhi Wan, Wei Jia, Jingjing Jiao, Yilei Fan, Yu Zhang

“…We collected demographic data from 1587 participants and developed seven models using machine-learning algorithms to investigate urinary metabolite exposure and dietary exposure associations of 3-MCPD and glycidol and their esters. …”
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Geoinformation Monitoring of Demographic Development of Krasnodar Urban Agglomeration by N. V. Sopnev

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The precision of the migration image of the depth section on the seismometry observations on northwestern Black Sea shelf by О.О. Верпаховська, В.П. Коболев, В.М. Пилипенко

“…The study validates the precision of marine seismic data processing using full-wave finite-difference post-stack migration with the help of wavefield modeling. …”
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Social media and students' learning by Marković Marija, Stanisavljević-Petrović Zorica

“…The aim of this research is to examine students' perceptions of the effects of social media on the learning process. The research utilized a descriptive research method and a scaling technique, with a custom-constructed Likert scale instrument used for data collection. …”
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Investigation of the problem of designing the content of general professional disciplines in technical universities by Elena Nikolaevna Furtova

“…The Yaroslavl State Technical University was the experimental base. As a result, the data obtained will be used to identify conditions that will allow the formation of the content of general professional disciplines that correspond to the focus of training and allow students to effectively master the disciplines.Key conclusions: for further research on the problem of designing the content of a general professional discipline, it is advisable to pay attention to the following: mastering the discipline will be effective and fruitful if students have an awareness of the importance of new knowledge in their future professional activities; students need to show a visible connection between the discipline being studied and the rest of the disciplines of the curriculum; to increase the interest of students and orient the content to the direction of training, it is required to involve an employer in the educational process.…”
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Exploring students' creative thinking in the use of representations in solving mathematical problems based on cognitive style by Aryo Andri Nugroho, Nizaruddin Nizaruddin, Ida Dwijayanti, Anggi Tristianti

“…Those two subjects represented the reflective and impulsive cognitive styles that have been selected based on their mathematical abilities. The data was analyzed through iterative method. The results of the study showed that both subjects demonstrated a different performance in solving problem. …”
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Civilizational transition in the focus of interdisciplinary methodology. Review on the book: Vasilenko L.A. and Meshcheryakova N.N. (2021) Sociology of Digital Society: monograph,... by V. I. Ignatyev

“…An original scenario approach to the empirical data interpretation on the digitalisation process has been implemented. …”
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Rancang Bangun Sistem Informasi Akademik Berbasis Website Dengan Metode SDLC by Wati Erawati, Sujiliani Heristian, Rachmat Adi Purnama

“…The test results show that this system meets the test success criteria, such as acccuracy and speed in processing data. A website-based academic information system using the SDLC method can help users manage academic data easily, quicly and accurately. …”
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THE EFFECTIVENESS OF VALIDATION MEASUREMENTS IN AUTOMATED SYSTEMS OF THE POWER SUPPLY SYSTEMS CONTROL IN ACCORDANCE WITH LIMIT VALUES by V. A. Anishchenko, T. V. Pisaruk

“…Inaccurate measurements are a potential source of misdiagnosis of malfunctions of equipment and they cause incorrect operation of emergency control equipment and erroneous actions of operating personnel in the control of technological processes. Operational methods of reliability control that enhance the operational reliability of the measuring information are based on the usage of the semantic value of the measured data, their consistency, process consistency, and consistency of balance. …”
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Kindergarten in the role of a learning community by Metić Admir

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The application of Vavilov’s approaches to the phylogeny and evolution of cultivated species of the genus <i>Avena</i> L. by I. G. Loskutov, A. A. Gnutikov, E. V. Blinova, A. V. Rodionov

“…The research uses various markers of genes, gene regions, intergenic spacers (internal and external), both nuclear and chloroplast and mitochondrial, genomic approaches and other modern methods. On the basis of a comprehensive study of the complete intraspecific diversity from different zones of the distribution range of cultivated oat species as well as on the basis of an analysis of data on the geography of forms and species distribution ranges, it was established that the process of hexaploid species formation also took place in the western part of the Mediterranean, and subsequently, when moving eastward, these forms started occupying all the vast spaces in the region of the Southwest Asian center, forming a large intraspecific diversity of wild forms and weedy ones in transit to cultivated hexaploid oat species. …”
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Analysis of the State and Development of the Economy of the Republic of Uzbekistan in the Conditions of Digitalization and Implementation of Strategic Reforms by B. A. Begalov, I. E. Zhukovskaya, A. A. Mamadzhanov

“…When writing the article, the authors used methods of statistical analysis of quantitative data, synthesis, methods of systematic generalization of the results of questionnaires and expert surveys, monographic research, methods of working with specialized software products, digital platforms and services, as well as specialized methods of searching and processing data when working with statistical reports and analytical information presented on the corporate portal of the Statistics Agency under the President of the Republic of Uzbekistan.Results. …”
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Self-Healing Databases for Emergency Response Logistics in Remote and Infrastructure-Poor Settings by James McGarvey, Martha R. Grabowski, Buddy Custard, Steven Gabelein

“…Despite persistent calls for improved data quality, processing, and analysis capabilities to support Arctic emergency response logistics, these issues have not been addressed and advanced analytical methods available in other safety-critical and oil and gas settings, such as machine learning, artificial intelligence (AI), or emergent, self-aware, and self-healing databases, have not been widely adopted. …”
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THE IMPROVEMENT OF PROFESSIONAL TRAINING ORGANIZATION OF THE X-RAY SCREENING SYSTEMS OPERATORS BY USING THE EYE MOVEMENTS REGISTRATION SYSTEM AND METHODS OF CLUSTER AND DISCRIMINAN... by A. K. Volkov, V. V. Ionov

“…Based on the analysis of the particularities of x-ray screening systems operators’ professional training associated with the formation of competences in dangerous objects visual search, the most perspective method is the Eye tracking technology. Domestic and foreign studies of the eye movements characteristics while solving professional tasks in training process are actively developed in various areas. …”
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Sentiment Analysis of Public Comments on X Social Media Related to Israeli Product Boycotts Using The Long Short-Term Memory (LSTM) Method by Pitra Rahmadani Panggabean, Asrianda Asrianda, Hafizh Al-Kausar Aidilof

“…Data was processed through preprocessing steps, sentiment labeling, and Term Frequency-Inverse Document Frequency (TF-IDF) weighting before being fed into the LSTM model. …”
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The Concept and Practice of Childfree in Tafsir Al-Misbah by Salma Fahriya Tsuraya, Iswahyudi Iswahyudi

“…The purpose of this research is to complement the shortcomings of previous studies from the religious side. Data processing in this article is through the tah}li>li> method. …”
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Improving medication adherence to endocrine therapy in breast cancer patients: a mixed-methods systematic review of effective communication strategies for healthcare providers by M.A.A. Smits, L.H. Mammatas, L. Schoonhoven, S.C.J.M. Vervoort

“…Results: Fifteen studies (one mixed-methods, five qualitative, six quantitative and three (systematic) reviews/meta-analysis) were included. …”
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