Typology of Main Errors of Novice Technical Translators (English/Russian) by A. A. Murzakov

“…As can be seen from the analyzed examples, all the errors of novice translators can be described using the rule of three “I": inattention, ignorance, inexperience.…”
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Safe Switching Model-Free Value Iteration for General Nonlinear Systems by Timotei Lala

“…This subset of the state space is determined using single-class Support Vector Machine (SVM) classification. The method includes mechanisms for early instability detection and chattering reduction near switching surfaces. …”
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Residual current recognition based on adaptive VMD and optimized DFNN by ZHANG Xiangke, WANG Yajing, DOU Zhenhai, BAI Yunpeng, WANG Wei

“…The characteristic parameters of residual current signal are extracted and used as the classification index of DFNN to recognize the type of residual current fault after the dimensionality reduction process. …”
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Intelligent Incident Management Leveraging Artificial Intelligence, Knowledge Engineering, and Mathematical Models in Enterprise Operations by Arturo Peralta, José A. Olivas, Francisco P. Romero, Pedro Navarro-Illana

“…The system integrates advanced natural language processing (NLP) for incident classification, rule-based expert systems for actionable recommendations, and multi-objective optimization techniques for resource allocation. …”
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Predictive analytics framework for accurate estimation of child mortality rates for Internet of Things enabled smart healthcare systems by Muhammad Islam, Muhammad Usman, Azhar Mahmood, Aaqif Afzaal Abbasi, Oh-Young Song

“…It has been revealed through our experimentation that Naïve Bayes classifier predicts the child mortality rate with the highest average accuracy of 96.4% and decision tree helps in identifying key classification rules covering the factors behind children deaths.…”
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The Multistate Reliability Assessment of Ship Hull Girders by Joanna Soszyńska-Budny, Špiro Ivošević

“…Ultrasound thickness gauging equipment was used to collect data in accordance with the developed methodology and gauging scheme. Based on the classification societies’ rules, the values of the reduction in steel plate thickness due to corrosion over time fall into three categories: acceptable corrosion, substantial corrosion, and extensive corrosion. …”
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Identification of water sources of mine water bursts based on the FPS-DT model by Kaide Liu, Yu xia, Xiaolong Li, Chaowei Sun, Wenping Yue, Qiyu Wang, Songxin Zhao, Shufeng Chen

“…Additionally, the FPS-DT model features a clear structure and explicit classification rules, offering good interpretability and robustness. …”
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Deep reinforcement learning applications and prospects in industrial scenarios by JING TAN, Ligang YANG, Xiaorui LI, Zhaolin YUAN, Yunduan CUI, Chao YAO, Zongjie WANG, Xiaojuan BAN

“…As a key contribution, a novel classification framework for DRL applications in industrial scenarios is proposed. …”
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Mechanically deboned poultry meat and its role in rational and efficient use of raw materials by V. V. Gushchin

“…Mechanically deboned poultry meat (MDPM) is believed to be of inferior quality and its use is restricted by certain rules in different countries of the world. At the same time, hand separated meat is accepted as conventional meat and is not subjected to any restrictions. …”
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Efficiency Evaluation in Indonesia's Quarrying Industry Using Variable Combinations DEA by Erni Puspanantasari Putri, Ivan A. Parinov, Chuleeporn Wongloucha

“…The data were classified, defined, and processed with a view to computing efficiency scores and DMU classifications. The research result indicated that the proposed method (VCs-DEA) treats the variable reduction factor and the average calculation factor to obtain the final result of the efficiency score.  …”
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Design Optimization of a Marine Propeller Shaft for Enhanced Fatigue Life: An Integrated Computational Approach by Víctor Tuninetti, Diego Martínez, Sunny Narayan, Brahim Menacer, Angelo Oñate

“…Analytical calculations based on classification society rules determined acceptable shaft diameter ranges, considering torsional shear stress limits for SAE 1030 steel. …”
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Accumulator Opposite-insertion Fault Diagnosis for Variable Refrigerant Flow (VRF) System based on Decision Tree Algorithm by Liu Jiahui, Liu Jiangyan, Li Shaobin, Hu Wenju, Li Jiong, Chen Huanxin

“…Finally, the effect of the electronic expansion valve (EEV) of the subcooler was analyzed and validated; this effect was selected as the best variable on the basis of classification rules generated by the model. The results show that the fault diagnosis method based on the decision tree exhibits desirable effectiveness for diagnosing accumulator opposite-insertion faults, with which the fault diagnosis accuracy is up to 96%. …”
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The State Budgetary Policy in the Conditions of Crisis: Regional Aspect by Vladimir Aleksandrovich Plotnikov, Gilyan Vasilyevna Fedotova

“…In the article methods of the comparative analysis, systematization, classification, vertical and horizontal analysis, graphic analysis, generalization were used. …”
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Risk management in biobanking by A. L. Borisova, M. S. Pokrovskaya, A. N. Meshkov, A. V. Kontsevaya, O. M. Drapkina

“…The article presents the biobanking risk classification with the description of each category.Aim. …”
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ANTINOMY OF THE MODERN AVERAGE PROFESSIONAL EDUCATION by A. A. Listvin

“…The reasons for the late reaction of system of training of personnel to the transformations happening in economy are disclosed: discrepancy of training programs to requirements of employers; unsatisfactory quality of training of graduates; fall of prestige of working professions and specialties among youth; the broken ratio in a life-long education chain «a worker – a technician – an engineer»; reduction of the staff of masters of professional training; disinterest of employers in the joint SPE problem resolution (in cooperation with pedagogical community); excessively fractional specialization of professions of workers in available occupational classifications, etc. …”
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Development of ICF-based patient-reported outcome and experience measures to study social participation among people with chronic diseases: a mixed-methods protocol by Christophe Vanroelen, Maxim Van den broecke, Sarah de Jong, Régine Kiasuwa Mbengi

“…A mixed-method approach is used to create broad initial item pools based on patient (focus groups) and literature perspectives which are compared within ICF-standardised language by applying the refined ICF linking rules. An item set is first created based on this cross-matching exercise and then validated by multidisciplinary expert panels. …”
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Optimization of bulk carrier hull design through CAD modelling and FEM structural analysis – a case study by Alexandru Pintilie, Mihaela-Greti Manea, Daniel Mărăşescu, Ovidiu Cristea, Paul Burlacu, Cătălin-Paul Clinci, Nicolae Silviu Popa

“…Given the size and weight of the ship, those values are within the acceptable limits prescribed by classification societies. The validation of the research has been done by checking compliance with the rules of class society (corrections were applied for 12 sections, selecting 8 representative load cases). …”
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DYSFUNCTION OF MODERN RUSSIAN INSTITUTES OF STATE AWARDS IN THE SPHERE OF EDUCATION AND SCIENCE by Aleksey V. Ruchkin

“…Both officially established rules and other requirements to candidates on reception of the state honourable distinctions, observed with the Soviet period are considered. …”
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Source variations of atmospheric particles in response to control measures in northern China during 2022 winter olympics and paralympics: Evidence from microscopic analysis by Wenjun Li, Jian Gao, Yuanguan Gao, Hong Li, Yizhen Chen, Jinying Li, Haisheng Li

“…Over one million particles were classified into mineral, carbonaceous, fly ash, sulfur-related, metal-containing, salt, and biological particles using the user-defined classification rules. The results showed that improved air quality was witnessed during the WOG with reduced PN and anthropogenic particles, but deteriorated during the WPG due to increased coarse-mode PN, mineral, and sulfur-related particles. …”
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