Burned Area Segmentation in Optical Remote Sensing Images Driven by U-Shaped Multistage Masked Autoencoder by Yuxiang Fu, Wei Fang, Victor S. Sheng

“…The global branch inherits visual representation learning ability from the pretrained UMMAE and captures global contextual information from the input image, while the local branch extracts local spatial information at different scales. Features from two different branches are fused in the decoder for feature complementation, which improves feature discriminability and segmentation accuracy. …”
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Enhancing the effectiveness of interprofessional education in health science education: a state-of-the-art review by Janique Oudbier, Etienne Verheijck, Denise van Diermen, Jan Tams, Jos Bramer, Gerard Spaai

“…Qualitative analysis revealed four affecting factors: 1) Community-based learning approach, 2) Problem-based learning approach, 3) Experiential learning approach, and 4) Technology-based learning approach. …”
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Predicting soil organic carbon with ensemble learning techniques by using satellite images for precision farming by Shyamal Mundada, Pooja Jain

“…Stacking method proved its significance prominently in overcoming the problem of overfitting as compared to other two methods. …”
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Predicting Credit Card Fraud using Supervised Machine Learning Methods: Comparative Analysis by Güner Altan, Metin Recep Zafer

“…In an era where credit card transactions are so prevalent, it is seen as a problem that needs to be solved by banks to determine whether these transactions involve fraud or not, both for their profitability and reputation. …”
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Isolation of rare Genera of actinomycetes — antibiotic producers from soils using Aloe Arborescens juice by O. N. Sineva

“…The search for new antibiotics is an urgent problem due to the spread of resistance to existing antibacterial drugs in pathogenic microorganisms. …”
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Existential Philosophy and Poetry Imaginism about the Temporalization of Despair by N. V. Serova

“…The results of studying the problem of the temporalization of despair are the following conclusions. …”
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The Structure of Rhythm in Prose Poetry: The Experience of Ammar Al-Masoudi in "Brown Summer" (A Model) by Dr.Jameel Sahib Jaleel

“…Random selection will avoid the problem of forcibly imposing theorization on the read text, as we said. …”
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Multisystem inflammatory syndrome in a child associated with COVID-19: a clinical case report by N. S. Kosmynina, M. I. Dats-Opoka

“…Multisystem inflammatory syndrome in children (MIS-C) who contracted COVID-19 remains an urgent problem. Mortality due to this disease among children ranges from 0.8 % to 2.0 %. …”
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The effectiveness of media in Iraqi theatre performances, the play (The Pawns) as a model by Baha Amer Ashour Sabti, Mudhad Ajil Hassan

“…The theater has not been devoid of this influence, especially with the emergence of post-modern features with all its intellectual, philosophical and aesthetic visions. …”
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The class project of cyber-driver by P. S. Sorokoumov

“…The project uses some key features of robotic science, which are interdisciplinarity and competitive spirit, to improve students’ experience. …”
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Gas well productivity prediction based on fractional Fourier transform by Chenchang Zheng, Jun Tang, Mengfan Li, Gewei Qi

“…In order to solve this problem, this paper uses relatively low cost logging data to investigate the relationship between Stoneley wave, longitudinal and transverse wave sign and reservoir characteristics. …”
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Link Scheduling in Satellite Networks via Machine Learning Over Riemannian Manifolds by Joarder Jafor Sadique, Imtiaz Nasim, Ahmed S. Ibrahim

“…This paper addresses the dynamic link scheduling problem in LEO satellite networks by considering spatio-temporal correlations introduced by the satellites’ movements. …”
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Verbal Aggression: Linguistic and Legal Aspect by N. I. Yelnikova, O. H. Yushkevych

“…The article examines the phenomenon of verbal aggression as a linguistic and legal problem which, under certain conditions, can be qualified as an administrative or criminal offence. …”
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Sirtuins and neuronal DNA damage under experimental chronic cerebral hypoperfusion by O. Yu. Harmatina, Т. Yu. Voznesenska, N. H. Hrushka, О. А. Kondratska, А. H. Portnychenko

“…In 8 weeks, in mice brain tissues the features of neuronal DNA damage were studied by DNA comet assay and SIRT1/SIRT3 gene expression levels by real-time RT-PCR. …”
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Automated Analysis of Thoracic Aortic Aneurysms Based on Chest Computed Tomography Data: a Population Study in Moscow by A. V. Solovev, Yu. A. Vasilev, V. E. Sinitsyn, A. V. Vladzymyrskyy, D. S. Semenov

“…The study provides an important update to the data on the prevalence of thoracic aortic aneurysms in asymptomatic patients in Russia. The identified features make it possible to direct the diagnostic and prevention efforts more effectively.…”
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BANNER ADVERTISING OF A PHARMACEUTICAL PRODUCT IN UKRAINIAN ONLINE MEDIA by Yevhen Seliukh

“…Based on the literature analysis, it has been established that banner advertising faces the problem of banner blindness. At the same time, banners continue to be widely used as they provide a broad audience reach and serve branding functions. …”
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Human motion similarity evaluation based on deep metric learning by Yidan Zhang, Lei Nie

“…In addition, the dynamic time warping (DWT) algorithm is exploited to align the sequence of action information feature vectors temporally, which solves the problem of temporal axis discrepancies in realizing similarity metrics based on action information feature vectors. …”
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Intelligent aerodynamic modelling method for steady/unsteady flow fields of airfoils driven by flow field images based on modified U-Net neural network by Baigang Mi, Wenqi Cheng

“…A Long Short-Term Memory (LSTM) module was incorporated to capture temporal information, enabling the rapid prediction of the unsteady flow field around airfoils. To address the problem of ‘dimension loss’ in the modelling datasets, effective data dimensionality enhancement was achieved using SDF images and ‘synthesized images’.…”
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Gonorrhea in the Russian Federation: incidence, active case detection and laboratory diagnostics by Elena V. Bogdanova, Nikita Yu. Nosov, Xenia I. Plahova

“…Gonorrhea is a possible cause of pelvic inflammatory complications, reproductive health disorders and adverse pregnancy outcomes. The problem of gonococcal antimicrobial resistance remains actual. …”
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Assessing the readiness of russian industrial enterprises for digital integration in the new economic conditions by N. M. Abdikeev, O. V. Kozhevina

“…These methods make it possible to identify specific features of the assessment of digital integration in the industry. …”
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