Justifying the selection of a neural network linguistic classifier by Олеся Барковська, Ксенія Воропаєва, Олександр Руських

“…Given the escalating demand for precision and efficiency in text classification methods, the evaluation and comparison of diverse neural network models become imperative to determine optimal strategies. …”
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Time in range prediction using the experimental mobile application in type 1 diabetes by A. N. Rusanov, T. I. Rodionova

“…For the main sample, the following methods’re used to develop predictive models: simple linear regression (SLR), multiple linear regression (MLR), artificial neural network (ANN). …”
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Neoteinic and dwarf weeds: distribution, biology, control by O. Kurdiukova, O. Tyshchuk

“…Goal. To determine the features of the distribution, occurrence, biology, harmfulness and methods of control of neoteinic and dwarf weeds in the conditions of the Left Bank Steppе. …”
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To the Question of the Relevance of Statistics of Information and Communication Technologies in the Context of the Digital Transformation of the Economy by M. Y. Karyshev

“…At the same time, the dynamism of the analyzed subject area determines the prerequisites for revising the system of statistical indexes in order to update it and increase the efficiency of publishing the results of surveys in the field of information and communication technologies…”
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Physical Information Neural Network-Based Seepage Behavior Analysis of Earth and Rock Dams by XUE binghan, HUANG zhenhua, LEI Jianwei, FANG Hongyuan

“…More importantly, it requires only a single discretization of the problem domain, eliminating the need for dynamic adjustment of meshes or sampling points during iterations—a necessity in methods like moving mesh techniques. This substantially enhances computational efficiency.…”
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Mesenchymal stem cell-derived exosome and liposome hybrids as transfection nanocarriers of Cas9-GFP plasmid to HEK293T cells. by Behnaz Gharehchelou, Mehrnoush Mehrarya, Yahya Sefidbakht, Vuk Uskoković, Fatemeh Suri, Sareh Arjmand, Farnaz Maghami, Seyed Omid Ranaei Siadat, Saeed Karima, Massoud Vosough

“…In contrast, the liposome component in the hybrids proved to be decisive for determining the transfection efficiency.…”
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Energy and Exergy Analysis of Palm Tree Pruning Residues Gasification by Birol Kayişoğlu, Gülizar Demirtaş

“…Gasification is the process of obtaining syngas containing combustible gases such as H2, CO and small amounts of CH4 from biomass by performing partial combustion with a limited oxygen supply or with the help of suitable oxidants such as CO2 and water vapor. The efficiency of the gasification process is the most important parameter that determines the success of the system. …”
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Pedographic and clinical assessment of total contact cast immobilization in diabetic foot syndrome by Sergey Valentinovich Gorokhov, Oleg Viktorovich Udovichenko, Irina Nikolaevna Ul'yanova, Evgenia Alexandrovna Berseneva, Gagik Radikovich Galstyan

“…To estimate offloading efficiency of total contact cast (TCC) and determine factors, affecting trophic ulcer response to treatment with TCC, as well as ways of their compensation. …”
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A comprehensive review of performance, innovation, challenges and future directions of desulfurization technologies by Karim Maghfour Sarkarabad, Ahad Ghaemi

“…It also assesses catalysts, operating conditions, and efficiency, while highlighting the role of solvents and process variables in determining effectiveness.…”
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Research on Key Parameters of Building Load Model for Dynamic Performance Measurement of Air Conditioner by Gao Yuping, Wen Chengyu, Shi Wenxing, Han Xing, Cheng Jianhong, Cai Ning, Wang Chao, Yang Zixu

“…Given that the steady-state condition measurement in the laboratory cannot fully reflect the actual performance issues of air conditioners, the dynamic performance measurement of room air conditioners based on virtual buildings has become a current research hotspot. This paper determines the key parameters for the dynamic performance measurement of room air conditioners through simulation and model analysis methods: the load point of the building, the zero-load point, the heat and cold ratio, the sensible heat ratio, the selection coefficient, and the effective heat capacity and moisture capacity of the room. …”
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Intellectualization of the station duty officer administrative and supervisory capacity by M. A. Khomyakova

“…A high level of requirements for the efficiency of rail traffic management determines the need for the development of “smart” (intelligent) transport information systems. …”
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Investigations of the inhibition of copper corrosion in nitric acid solutions by G. Karthik, M. Sundaravadivelu

“…The maximum inhibition efficiency of 94.99% was observed in the presence of 300 ppm LV. …”
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CREATING THE KULTUK POLYGON FOR EARTHQUAKE PREDICTION: VARIATIONS OF (234U/238U) AND 87SR/86SR IN GROUNDWATER FROM ACTIVE FAULTS AT THE WESTERN SHORE OF LAKE BAIKAL by S. V. Rasskazov, E. P. Chebykin, A. M. Ilyasova, E. N. Vodneva, I. S. Chuvashova, S. A. Bornyakov, A. K. Seminsky, S. V. Snopkov, V. V. Chechel'nitsky, N. A. Gileva

“…Forty sets of samples taken from 27 June 2012 to 28 January 2014 were analysed, and data on 170 samples are discussed in this paper.Methods. Isotope compositions of uranium and strontium were determined by methods described in [Chebykin et al., 2007; Pin et al., 1992] with modifications. …”
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MONITORING OF EROSION PROCESSES DEVELOPMENT WITH THE USE OF ARCHIVAL REMOTE SENSING DATA by I. I. Nugmanov, E. V. Nugmanova, O. V. Luneva, I. Yu. Chernova

“…It is demonstrated that the morphometric method can be efficiently applied to predict zones of high geodynamic activity and to determine locations of such zones.…”
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Encapsulation of Rice Bran Oil (RBO) by Complex Coacervation Using Glutaraldehyde as Crosslinking Agent by Fadilah Fadilah, Elfira Diah Ayu Febriani, Elvina Kurniasari, Refanza Nurfikhri, Tiurmasi Saulina Sirait

“…This study aims to determine the effect of the use of glutaraldehyde crosslinking agent on rice bran oil microencapsulation by utilizing the natural polymers of kappa carrageenan, glucomannan, and chitosan as encapsulants using the coacervation method. …”
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Spatial variation of soil quality in key grain-producing areas of Qitai County, Xinjiang by FAN Zikang, WANG Chunxia, YU Jing, QIN Da, YANG Yuefa, WANG Hongxin

“…Classical statistical methods were used to analyze the correlations between indicators, and geostatistical methods were used to assess the spatial variation of each indicator. …”
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Development of Regional Innovative Potential by the Defense Industry Forces by A. A. Bakulina, P. P. Topchii, A. M. Soloninkina

“…Methods. The article analyzed the situation with regard to regional initiatives to develop the innovative potential of defense enterprises, the indicators that affect the region’s innovative potential and the factors that determine them. …”
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A novel analytical approach to design horizontal well completion using ICDs to eliminate heel-toe effect by Ramin Eivazi

“…Abstract Nowadays, horizontal wells are one of the most common methods in the development of oil and gas fields. …”
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Network Analysis for the Improvement of Food Safety in the International Honey Trade by József Popp, Anna Kiss, Judit Oláh, Domicián Máté, Attila Bai, Zoltán Lakner

“…The aim of this research is to demonstrate the possibilities for the utilisation of network-based stochastic simulation methods to determine the proliferation of (accidentally or deliberately) polluted food products, using the example of the international honey trade network. …”
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THEORETICAL AND METHODOLOGICAL BASIS OF THE STUDY OF ENVIRONMENTAL AUDIT IN KAZAKHSTAN by V. Berezuyuk

“…In order to improve the efficiency of the audit work is recommended management of large and medium-sized organizations use simulation methods, structural analysis and design based on the Conditional Split of the company business processes, sub-processes, procedures, functions, etc., which, ultimately, will allow Sort already performed the action and determine the need for the implementation of new procedures or functions aimed at improving the quality of the audit. …”
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