Distance learning methodology and technique in scientific and vocational communication (on the example of the master’s distance course in linguistics) by S. S. Khromov, T. P. Skorikova, N. V. Dneprovskaya

“…Within the course framework we plan to transfer the communicative activity concept to the distance forms of education and modeling a new type of the educational product.The purposes of the research are: 1) to develop the distance learning methodology and technique for a linguistic master’s course; 2) to elaborate an internal structure of the project; 3) to demonstrate which vocational, language and speech competencies are to appear as tge result of the project; 4) to describe the algorithm of the full-time lecture course in linguistics in a distance format; 5) to conduct a pedagogical experiment realizing the distance learning education in master’s linguistic course; 6) to prove the innovation and the productivity of the elaborated master’s course in linguistics.The research is based on 1) the paper variant of the full-time lecture course 2) the curriculum of the lecture course 3) the concept of the master’s course in linguistics 4) the concept of the distance course in linguistics 5) students’ interviews 6) virtual tools The research methods are 1) descriptive 2) project 3) comparative 4) statistic methodsConclusion. …”
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Modeling random processes induced by the support surface profile in transport and technological systems by Yu. P. Kornyushin, A. V. Lavrov, A. V. Sidorova

“…The research article demonstrates that agricultural transport and technological systems are susceptible to external random influences during their operation. …”
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Temperature rise of high-speed bearing in gearbox of 5 MW wind turbine based on Bayesian-LightGBM and improved PSO-SVM troubleshooting by Minan Tang, Zhanglong Tao, Jiandong Qiu, Jinping Li, Mingyu Wang, Hongjie Wang, Chuntao Rao

“…Finally, a simulation experiment platform is established based on MATLAB to verify the temperature rise of high-speed bearings in gearboxes of wind turbines by example calculation and comparative analysis. The results show that the model established in this paper is effective, the prediction results are accurate and the performance is stable, and then compared with the algorithms such as PSO-SVM, SVM, BP, etc, the coefficient of determination of the algorithm is greater than 0.994 in both the training set and the test set, and the average decision percentage error is around 1.88% in both.…”
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Semantic Segmentation with Multispectral Satellite Images of Waterfowl Habitat by Mateo Gannod, Nicholas Masto, Collins Owusu, Cory Highway, Katherine Brown, Abigail Blake-Bradshaw, Jamie Feddersen, Heath Hagy, Douglas Talbert, Bradley Cohen

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ANALYSIS OF THE RESULTS OF SIMULATIVE MODELLING OF THE INFORMATION SECURITY SYSTEM IN THE CORPORATE NETWORKS OF HIGHER EDUCATION INSTITUTIONS by Vagif Gasimov, Balami Ismailov

“…Prospects for further research include research and development of the principles of hardware and software implementation of ISS in service networks. …”
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PULMONARY ARTERIAL HYPERTENSION DIAGNOSTICS SPECIFICS IN SYSTEMIC SCLERODERMIA by M. A. Simakova, A. L. Maslyansky, A. V. Naymushin, N. A. Klyaus, O. M. Moiseeva

“…Aim of current study is to assess the prevalence of PAH associated with SSD, among patients with newly diagnosed pulmonary hypertension (PH), included to the registry of Federal Almazov North- West Medical Research Centre and to conduct the analysis of applicability of the algorithms for earlier diagnostics of PH in SSD patients.Material and methods. …”
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A Progressive Clustering Approach for Buildings Using MST and SOM with Feature Factors by Tianliang Zhang, Xiaoji Lan, Jianhua Feng

“…To address the challenges in current research on spatial clustering algorithms for buildings in topographic maps—namely, their limited ability to effectively accommodate diverse application scenarios, including dense and regular urban environments, sparsely and irregularly distributed rural areas, and urban villages with complex structures—this paper introduces an innovative progressive clustering algorithm framework. …”
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Forecasting the potential of global marine shipping carbon emission under artificial intelligence based on a novel multivariate discrete grey model by Zirui Zeng, Junwen Xu, Shiwei Zhou, Yufeng Zhao, Yansong Shi

“…Additionally, a comparative analysis is conducted with five other models. …”
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Aircraft Multi-stage Altitude Prediction Under Satellite Signal Loss by Mengchan HUANG, Qiang MIAO

“…In addition, compared to the baseline TCN algorithm, the proposed LTCA–TCN algorithm reduces RMSE by 1.43 m and lowers Score by 0.08. …”
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Cooperative Formation Control of Multiple Ships with Time Delay Conditions by Wei Tao, Jian Tan, Zhongyi Sui, Lizheng Wang, Xin Xiong

“…The cooperative control of multiple autonomous surface vehicles (ASVs) is a critical area of research due to its significant applications in maritime operations, such as search and rescue and environmental monitoring. …”
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Generalized angular-order parton showers in Herwig 7 by Joon-Bin Lee, M. R. Masouminia, Michael H. Seymour, Un-ki Yang

“…Abstract This paper presents the inaugural investigation of beyond the Standard Model (BSM) radiation processes, framed as a generalized, process- and model-independent parton shower algorithm within Herwig 7, based on direct translations of Universal FeynRules Output (UFO) constructed via Herwig’s ufo2herwig module. …”
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Attention-Based Framework for Automated Symbol Recognition and Wiring Design in Electrical Diagrams by Ikenna Ekeke, Carlos Francisco Moreno-García, Eyad Elyan

“…This paper presents a deep learning framework that integrates an attention mechanism for symbol recognition, followed by a graph-based algorithm for fully automated wiring design. Through comparative evaluation, Efficient Channel Attention emerged as the most effective attention module, improving the mean average precision by 3.2%. …”
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DESIGNING OF INDIVIDUAL EDUCATIONAL TRAJECTORIES IN THE MASTER DEGREE PROGRAM FOR TEACHERS by Irina Igropulo, Alina Dunaenko

“…Individualization is considered as a subject of interdisciplinary research. A comparative analysis of existing theoretical concepts, modern didactic principles is carried out. …”
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Сomparative Analysis of the Long-Term Results of Diabetic Macular Edema and Epiretinal Membrane Surgical Treatment by M. M. Bikbov, R. M. Zainullin, T. R. Gilmanshin, T. A. Khalimov

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A New Parameter-Free Slope Unit Division Method That Integrates Terrain Factors by Ping Li, Junfu Fan, Yujie Du, Kuan Li, Yuke Zhou

“…We select Dongchuan District in Yunnan Province, China, as a test area to verify the TFPF-SU algorithm and conduct a detailed comparative analysis and validation of the results with those obtained via traditional hydrological analysis methods from both qualitative and quantitative perspectives. …”
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Application of Machine Tool Thermal Error Compensation in Digital Twin-based System by MA Chi, LI Minging, LIU Jialan, HE Jialong, HUA Chunlei, WANG Liang

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Improving the System of Mandatory Requirements to Business under the Digital Transformation of Economy by S. A. Minich

“…Objective: to elaborate scientifically substantiated proposals for improving the system of mandatory requirements in the sphere of business and other economic activity under formation of digital economy, taking into account the foreign experience of eliminating barriers for business and the available practice of legislation optimization in this sphere.Methods: the research methodological basis consists of traditional general and specific methods of scientific cognition: dialectical, formal-logical, historical-comparative, systematic, terminological, general logic methods (analysis, synthesis, generalization, induction, deduction, etc.), as well as special methods: historical-legal, formal-legal, and method of comparative jurisprudence.Results: the author investigated and systematized theoretical approaches and experience of improving the system of mandatory requirements in foreign countries and the Russian Federation; the possibilities of introducing the most successful innovative legal instruments and practices to improve the regulation of economic relations were considered. …”
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Study of declination methods while forming the appearance of the surface-to-air unmanned aerial vehicle with a vertical start by A. V. Vindeker

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MAOOA‐Residual‐Attention‐BiConvLSTM: An Automated Deep Learning Framework for Global TEC Map Prediction by Haoran Wang, Haijun Liu, Jing Yuan, Huijun Le, Weifeng Shan, Liangchao Li

“…It also includes an optimization algorithm, MAOOA, for optimizing the hyper‐parameters of the model. …”
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Instrumental Tracheal Rupture by S. A. Khachatryan, F. A. Chernousov, Sh. N. Danielyan

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