PSYCHOLOGICAL READINESS OF SECONDARY VOCATIONAL EDUCATION TEACHERS FOR MASTERING NEW ACTIVITIES IN THE CONTEXT OF PROFESSIONAL REORIENTATION by I. I. Khasanova, S. S. Kotova

“…The materials of the present paper can be useful for managerial staff, psychologists and training specialists of the SPE system who are engaged in the issues of teacher professional development.…”
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Strengthening the Efficiency of Parliamentary Oversight Bodies to Enhance Anti-Corruption Control, Transparency, Political Accountability, and Responsibility by Tony Duba, Thakaramahlaha Lehohla

“…The research entailed qualitative interviews being held. The processing of the results comprised narratives expressing the general view of participants as well as graphical representation based on the data collected. …”
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Concrete Crack Detection and Segregation: A Feature Fusion, Crack Isolation, and Explainable AI-Based Approach by Reshma Ahmed Swarna, Muhammad Minoar Hossain, Mst. Rokeya Khatun, Mohammad Motiur Rahman, Arslan Munir

“…Builders and engineers often face difficulties with image resolution, detecting fine cracks, and differentiating between structural and non-structural issues. Enhanced algorithms and analysis techniques are needed for more accurate assessments. …”
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Deep learning based approaches for intelligent industrial machinery health management and fault diagnosis in resource-constrained environments by Ali Saeed, Muazzam A. Khan, Usman Akram, Waeal J. Obidallah, Soyiba Jawed, Awais Ahmad

“…Initially, we classify the existing IFD methods into three distinct perspectives: the method of processing data, which aims to optimize inputs for the intelligent fault diagnosis model and mitigate limitations in the training sample set; the method of constructing the model, which involves designing the structure and features of the model to enhance its resilience to challenges; and the method of optimizing training, which focuses on refining the training process for intelligent fault diagnosis models and emphasizes the importance of ideal data in the training process. …”
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MOCVD Grown InGaAs/InAlAs Quantum Cascade Lasers Emitting at 7.7 μm by Maciej Bugajski, Andrzej Kolek, Grzegorz Hałdaś, Włodzimierz Strupiński, Iwona Pasternak, Walery Kołkowski, Kamil Pierściński

“…The grown structures were processed into mesa Fabry-Perot lasers using dry etching RIE ICP processing technology. …”
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Design of Radiation Shielding for Optical Enclosure at HEPS Beamline Station by GUO Qingyang, SHI Hong, LIU Qiongyao, ZHANG Huijie, SHI Haoyu, MA Zhongjian, WANG Qingbin

“…This paper studied the key issues of radiation protection in optical enclosures at HEPS beamline stations and conducted a structured design for radiation protection. …”

Features оf Flora and Vegetation of the MiddleMountain Landscapes оf the Region оf the Caucasian Mineral Waters (оn the Example оf the National Park "Kislovodskiy") by V. N. Belous, A. V. Lysenko, V. A. Shalnev

“…Coenotic surveys, collection and processing of field material were carried out according to generally accepted geobotanical methods. …”
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Effect of Dry Aging on Beef Muscle Proteins by Galina V. Gurinovich, Irina S. Patrakova, Vladislav A. Khrenov, Marina V. Patshina, Antonina I. Shevchenko

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The impact of physical exercise interventions on social, behavioral, and motor skills in children with autism: a systematic review and meta-analysis of randomized controlled trials by YanAn Wang, Guoping Qian, Sujie Mao, Shikun Zhang

“…BackgroundAutism Spectrum Disorder (ASD) is a neurodevelopmental disorder characterized by social impairments, sensory processing issues, repetitive behavior patterns, motor abnormalities, and executive function impairments.ObjectiveTo systematically review and meta-analyze the effects of various exercise modalities on flexibility and cognitive control, social skills, behavioral problems, motor skills, and coordination in children with ASD, providing scientific evidence for clinical practice to guide effective exercise interventions for children with ASD.MethodsLiterature searches were conducted in PubMed, EMbase, Cochrane Library, EBSCOhost, and Web of Science databases, covering the period from database inception to February 15, 2024. …”
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Pretraining-improved Spatiotemporal graph network for the generalization performance enhancement of traffic forecasting by Xiangyue Zhang, Chao Li, Ling Ji, Yuyun Kang, Mingming Pan, Zhuo Liu, Qiang Qi

“…A key challenge is capturing the long-term spatiotemporal dependencies of traffic data while improving the model’s generalization ability. To address these issues, various sophisticated modules are embedded into different models. …”
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Patterns and risk factors of falls among older adults: a systematic review by Tetiana Yermakova

“…The analysis results showed that the LDA method effectively identifies significant themes related to fall issues, risk factors, mobility, and prevention strategies. …”
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Hiatal hernia types and their radiological diagnostics in patients with gastroesophageal reflux disease by A. O. Nykonenko, Ye. I. Haidarzhi, T. V. Letkeman

“…The features of radiological diagnostic of hiatal hernia types were analyzed in detail, and steps to improve it were proposed. The issues of large and giant hernias diagnosis and definition were addressed. …”
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Digital Competence Profiles in Education by D. A. Vilyavin, N. V. Komleva, N. A. Mamedova, A. I. Urintsov

“…The trend of personalization of learning forms a demand for the development and implementation of software tools for processing the digital footprint of the learner, to manage his/her educational trajectory. …”
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Modernization of local heat distribution stations of city heat supply system by Yu. A. Gorinov, P. N. Anisimov, E. V. Egoshin

“…The article considers the issues of functioning of district heating systems with open water intake. …”
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Harnessing Moderate-Sized Language Models for Reliable Patient Data Deidentification in Emergency Department Records: Algorithm Development, Validation, and Implementation Study by Océane Dorémus, Dylan Russon, Benjamin Contrand, Ariel Guerra-Adames, Marta Avalos-Fernandez, Cédric Gil-Jardiné, Emmanuel Lagarde

“…However, despite large language models offering significant potential, the deployment of the most advanced models in hospital environments is frequently hindered by data security issues and the extensive hardware resources required. …”
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Statistics of regional differences and the status of budgetary system of the Russian Federation by O. V. Morozov, A. G. Biryukov, M. A. Vasiliev

“…Tabular and graphic methods of visualization of research results, statistical methods of processing of initial data were used. For the solution of research tasks, the standard packages of the applied programs of Microsoft Windows were used.Results. …”
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Real-time mobile broadband quality of service prediction using AI-driven customer-centric approach by Ayokunle A. Akinlabi, Folasade M. Dahunsi, Jide J. Popoola, Lawrence B. Okegbemi

“…<p>Statistical methods employed in evaluating the quality of service (performance) of mobile broadband (MBB) networks face drawbacks relating to the accurate and reliable processing of the huge amounts of heterogenous real time traffic data generated from MBB networks. …”
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Assessing the Correlation Between GMP Deviations and Potential Quality Defects of Medicinal Products: the Result of the Survey of Qualified Persons by V. A. Orlov, V. N. Shestakov

“…Introduction. One of the key issues in the field of assessing the conformity of drug manufacturers with the requirements of good manufacturing practice (GMP) is a systematic methodology for classifying revealed deficiencies (deviations, non-conformities) by their level of criticality. …”
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Spatio-Temporal Patterns and Sentiment Analysis of Ting, Tai, Lou, and Ge Ancient Chinese Architecture Buildings by Jinghan Xie, Jinghang Wu, Zhongyong Xiao

“…., Standard deviation ellipse and Geographic detector), Word cloud generation, and sentiment analysis, which uses Natural Language Processing techniques to identify subjective emotions in text, were applied to investigated the research issues. …”
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Light Stable Isotopes and Their Ratios in Honey Components by Lev A. Oganesyants, Alexander L. Panasyuk, Dmitriy A. Sviridov, Mikhail Yu. Ganin, Alexey A. Shilkin, Oksana V. Serebryakova

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