Hybrid feature selection for real-time road surface classification on low-end hardware: A machine learning approach by Cong Ngo Van, Duc-Nghia Tran, Ton That Long, Nguyen Gia Minh Thao, Duc-Tan Tran

“…Accurately classifying road surface conditions is crucial for maintaining road safety and facilitating effective maintenance. Vibration-based methods have proven effective in this field, utilizing vehicle vibration patterns to determine road surface conditions. …”
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Effect of thermodynamic parameters on the capacity of an air separation unit in the Allam cycle by P. A. Shchinnikov, E. M. Korepanova

“…The method establishes a connection between the thermal efficiency of the cycle and the parameters of the working fluid. …”
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Advances in high-pressure materials discovery enabled by machine learning by Zhenyu Wang, Xiaoshan Luo, Qingchang Wang, Heng Ge, Pengyue Gao, Wei Zhang, Jian Lv, Yanchao Wang

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abnormal data detection and learning their behavior by abnormality and satisficing theory by masood abessi, Elahe Hajigol Yazdi

“…The efficiency of the proposed model determined by using it, for abnormal stock selection from the Iran stock market. …”
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Research of transformation changes in the noncommercial organizations’ management process in the conditions of military aggression by Olena Kanishchenko, Nataliia Chupryna, Hanna Dotsenko, Vira Zhuravel, Mariia Khudomaka

“…The stages of the transformation of the educational process in wartime conditions must be investigated and their relevance determined in one or another situation. Their number is determined under the influence of many factors, but the main one is ensuring personal safety and preserving the health of people and animals involved in the transformation process. …”
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Laboratory Assessment of Manual Wheelchair Propulsion by Bartosz Wieczorek, Maciej Sydor

“…This article reviews and analyzes the laboratory methods for assessing the efficiency of wheelchair propulsion documented in the scientific literature: (1) A wheelchair dynamometer that replicates real-world driving scenarios, quantifies the wheelchair’s motion characteristics, and evaluates the physical exertion required for propulsion. (2) Simultaneous measurements of body position, motion, and upper limb EMG data to analyze biomechanics. (3) A method for determining the wheelchair’s trajectory based on data from the dynamometer. (4) Measurements of the dynamic center of mass (COM) of the human–wheelchair system to assess stability and efficiency; and (5) data analysis techniques for parameterizing large datasets and determining the COM. …”
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Strategies for adaptation of Russian commercial banks to innovative technologies by O. S. Solenaya

“…The dependence of the success of the strategy of adaptation of banks to technological innovations on the quality of the analysis of the external environment of their functioning in comparison with their own capabilities and the correctness of forecasting innovation processes is determined. Materials and methods. The study was conducted on the principles of consistency, based on the unity of the approach to the formation of the strategy of commercial banks in the innovation sphere, as a component of their long-term activities in the context of digitalization and the new content of globalization processes in the direction of sustainable and effective development. …”
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Synthesis and Evaluation of ¹²⁵I-IMPY: Application in Neuroblastoma Tracing and Treatment by Tsung-Ming Wang, Shih-Chang Chuang, Kuo-Chen Hung, Chang-Ching Yu, Tzu-Chuan Ho, Kuo-Pin Chuang, Cheng-Hui Yuan, Ming-Hui Yang, Yu-Chang Tyan

“…The radiochemical yield of each method was determined to identify the most effective approach. …”
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Role of Aging in Ulcerative Colitis Pathogenesis: A Focus on ETS1 as a Promising Biomarker by Ni M, Peng W, Wang X, Li J

“…Next, core module genes were screened using WGCNA and then the hub genes were characterized using LASSO and random forest methods. Besides, the associations between hub genes, immune cells, and key pathways were explored. …”
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A Study of the Process of Removing Liquid Organic Substance from Textile Material by Powder and the Substantiation of the Laws of Its Flow by P. N. Kolesnikov

“…The relevance of this research is determined by the scientific contradiction between the need to increase the efficiency  of degassing powder formulations when processing textile materials contaminated with drops of toxic chemicals, and  the lack of such an opportunity, since the application of modern theories of degassing is difficult here due to the lack of  knowledge about the diffusion stage that determines the transition of liquid from tissue into powder. …”
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An integrated ecosystem monitoring technology for coal mining subsidence areas and its application in the Shendong mining area by Yang CHENG, Wei LIU, Na ZHANG, Guanjie LI, Kai LIU, Chengye ZHANG, Jun LI

“…By detailing the integrated coal-rock-water-soil-air-vegetation-carbon monitoring technology system, this study determined the factors, principal methods, and technology roadmap for the integrated ecosystem monitoring in the Shendong coal mining subsidence area. …”
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Sodium Hypochlorite-Modified Hemosorbents in the Treatment of Limb Ischemia-Reperfusion Syndrome: Experimental Study by V. I. Sergiyenko, E. A. Petrosyan, V. I. Onopriyev, Kh. I. - Kh. M. Laipanov

“…Objective: to enhance the efficiency of treatment for limb ischemia-reperfusion syndrome in an experiment, by using the modified hemosorbents that have oxidative properties.Materials and methods. …”
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Impact of feed availability on growth performance and amino acid utilization of cobia (Rachycentron canadum) at elevated temperature by Minh-Hoang Le, Minh-Hoang Le, Marit Espe, Luís E. C. Conceição, Minh V. Nguyen, Manuel Yúfera, Sofia Engrola, Ann-Elise O. Jordal, Hung Q. Pham, Ivar Rønnestad

“…These conditions also correlated with the lowest protein efficiency ratio and feed intake. The feed conversion ratio worsened with increased temperature and feeding levels, while protein production values decreased at higher temperatures. …”
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VSNL1 Promotes Gastric Cancer Cell Proliferation and Migration by Regulating P2X3/P2Y2 Receptors and Is a Clinical Indicator of Poor Prognosis in Gastric Cancer Patients by Qiao-Qiong Dai, Yuan-Yu Wang, Yu-peng Jiang, Li Li, Hui-Ju Wang

“…To further explore the effects of VSNL1, a lentiviral vector expressing a short hairpin RNA (shRNA) against VSNL1 was constructed and transduced into the GC cell lines BGC-823 and SGC-7901. The interference efficiency of VSNL1-shRNA was determined by western blot. …”
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Application of new forms of fertilizers to improve productivity and grain quality of white lupine by G. L. Yagovenko, Т. V. Yagovenko, Т. N. Slesareva, N. M. Zaitseva, N. V. Misnikova

“…The purpose of the current study was to estimate the efficiency of these innovative micro- and macrofertilizers and the methods of their application on a number of indicators that improve productivity and grain quality of white lupine. …”
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Incidence of cardiac events in on-pump elective surgical interventions on the aorta and heart valves by E. P. Gulyaeva-Seltsovskaya, I. Dkhif, K. D. Vitalieva, P. S. Roshchupkina, A. O. Simonyan, M. I. Tkachev, P. Sh. Chomakhidze, F. Yu. Kopylov, R. N. Komarov

“…Aim. To determine the incidence and predictors of cardiovascular events in onpump cardiac operations in modern practice.Material and methods. …”
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Biogenic Synthesis of Photosensitive Magnesium Oxide Nanoparticles Using Citron Waste Peel Extract and Evaluation of Their Antibacterial and Anticarcinogenic Potential by Nawal M. Al Musayeib, Musarat Amina, Farah Maqsood, Kholoud A. Bokhary, Nada S. Alrashidi

“…The physicochemical features of formed CP-MgONPs were determined by sophisticated analytical and microscopic techniques. …”
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Can Artificial Intelligence Create an Accurate Colonoscopy Bowel Preparation Prompt? by Marni H. Wilkoff, Nicholas R. Piniella, Rashmi Advani

“…Background and Aims: Colorectal cancer is the third most common cancer in the United States, with colonoscopy being the preferred screening method. Up to 25% of colonoscopies are associated with poor preparation which leads to prolonged procedure time, repeat colonoscopies, and decreased adenoma detection. …”
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Total Water Consumption of Alfalfa as a Function of Active Soil Surface and Bioclimatic Coefficients by T. A. Pankova, A. V. Kravchuk, S. S. Orlova, O. V. Mikheeva, E. N. Mirkina

“…(Research purpose) The study aims to determine the total water consumption of alfalfa by using bioclimatic coefficients and active soil surface values to improve the efficiency of irrigation regimes. …”
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Assessment of structural changes in the left atrium myocardium according to cardiac magnetic resonance with contrast before and after balloon cryoablation in patients with persiste... by O. V. Stukalova, V. S. Kirilova, O. P. Aparina, E. B. Maykov

“…The clinical efficacy of the intervention was evaluated after 12 months and the relationship was determined structural changes in the myocardium of the left atrium according to contrast magnetic resonance imaging data before and after the cryoablation.Results. …”
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