International festival-workshop of film schools “Kinoproba”: From a local city event to a large-scale one. (Physiological essay) by Liliya M. Nemchenko

“…The festival, like an organism, goes through different stages of development - from its inception to a mature stable existence. …”
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Gaussian pulse shaping algorithm based on finite impulse response filters by HUANG Haixi, HONG Xu, LIU Junlong, SONG Xinru, LI Lin, ZHOU Chengzhuo

“…When performing Gaussian pulse shaping, errors introduced by hardware limitations may lead to differences in shaping results. Compared to infinite impulse response (IIR) filters, finite impulse response (FIR) filters have the advantage of being less affected by errors and more stable.PurposeThis study aims to propose a FIR filter-based Gaussian pulse shaping algorithm using impulse response functions, and realize a FPGA-based hardware implementation of this algorithm to evaluate the impact of hardware limitations on it.MethodsFirst of all, the discrete impulse response of Gaussian pulse shaping (GPS) was derived by means of impulse response invariant transformation, and shaped pulse waveforms under different quantization accuracies and truncation intervals were obtained using a computer simulation, so did that under Gaussian pulse shaping with or without additional truncation were assessed. …”
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DIAGNOSTIC AND TREATMENT CHARACTERISTICS OF LEPTOTHRICHOSIS OF THE ORAL MUCOSA by T.P. Skrypnіkova, P.M. Skrypnikov

“…Different opinions about approaches to treatment in the presence of leptotrichia in the oral cavity are expressed. …”
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EyeGPT for Patient Inquiries and Medical Education: Development and Validation of an Ophthalmology Large Language Model by Xiaolan Chen, Ziwei Zhao, Weiyi Zhang, Pusheng Xu, Yue Wu, Mingpu Xu, Le Gao, Yinwen Li, Xianwen Shang, Danli Shi, Mingguang He

“…Subgroup analysis revealed that EyeGPT showed robustness across common diseases, with consistent performance across different users and domains. Among the variants, the model integrating fine-tuning and book retrieval ranked highest, closely followed by the combination of fine-tuning and the manual database, standalone fine-tuning, and pure role-playing methods. …”
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Studying the thermal condition of an automated 6 (10) Kv electric power fiscal metering location by E. E. Gotovkina, A. A. Yablokov, N. N. Smirnov, A. V. Panashatenko, V. D. Lebedev, O. A. Dobryagina

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Enhancing the genomic prediction accuracy of swine agricultural economic traits using an expanded one-hot encoding in CNN models by Zishuai Wang, Wangchang Li, Zhonglin Tang

“…Furthermore, we adopted a novel approach using the one-hot encoding method that transforms the 16 different genotypes into sets of eight binary variables. …”
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Spectral, phase, and their interacting components for complexity analysis of depression electroencephalogram by Yuman Luo, Shumei Zhu, Jiaqi Yu, Jie Ding, Zhangyang Xia, Wei Lu, Qiong Wang, Wanyi Yi, Wenpo Yao, Jun Wang

“…In this paper, we propose to apply the fast Fourier transform to the decomposition method to resolve the nonlinear feature differences (total differences, TDs) between task and resting eye-open states and decompose them into spectral terms (STs), phase terms (PTs), and spectral interaction terms (SITs). …”
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Research on Pantograph Defect Classification Based on Vibration Signals by Vytautas Gargasas, Kęstas Rimkus, Mindaugas Alekna, Andrius Knyš, Mindaugas Žilys, Algimantas Valinevičius

“…The proposed method can distinguish between signals generated by a defective pantograph surface and identify different types of defects.…”
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MBFE-UNet: A Multi-Branch Feature Extraction UNet with Temporal Cross Attention for Radar Echo Extrapolation by Huantong Geng, Han Zhao, Zhanpeng Shi, Fangli Wu, Liangchao Geng, Kefei Ma

“…Existing deep learning echo extrapolation methods often face issues such as high-threshold echo attenuation and blurring distortion. …”
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Improved estimation of two-phase capillary pressure with nuclear magnetic resonance measurements via machine learning by Oriyomi Raheem, Misael M. Morales, Wen Pan, Carlos Torres-Verdín

“…For each rock class, we applied regression techniques—such as random forest (RF), k-nearest neighbors (k-NN), extreme gradient boosting (XGB), and artificial neural networks (ANN)—to estimate the logarithm of capillary pressure. The methods were tested on blind core samples, and performance comparisons among different estimation methods were based on the relative standard error of predictions.Results indicate that NMR data are sensitive to the pore structure of rocks and significantly improve the prediction of capillary pressure and pore throat size distribution. …”
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A Multihierarchy Flow Field Prediction Network for Multimodal Remote Sensing Image Registration by Wenqing Wang, Kunpeng Mu, Han Liu

“…The method consists of a multiscale feature pyramid, a dense feature matching module, a swin-transformer flow field prediction, and a spatial transformation module. …”
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Enhancing e-learning through AI: advanced techniques for optimizing student performance by Rund Mahafdah, Seifeddine Bouallegue, Ridha Bouallegue

“…The integration of Artificial Intelligence (AI) into e-learning has transformed conventional educational approaches, improving the learning process and maximizing student achievement. …”
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Bridging domain gaps in CNNs: a comprehensive approach with adaptation and randomization strategies by Chen Sun, Xingxin Chen, Yukun Lu, Dongpu Cao, Amir Khajepour

“…Metric-based methods are promising approaches to domain adaptation, aiming to align the marginal distributions of different domains with similar conditional distributions. …”
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Assessing the Impact of Healthcare 4.0 Technologies on Healthcare Supply Chain Management: A Multi-Criteria Evaluation Framework by Ayoninuoluwa Oluwadare, Busola Dorcas Akintayo, Olubayo Moses Babatunde, Oludolapo Akanni Olanrewaju

“…<i>Background</i>: Healthcare 4.0 has transformed supply chain management in the healthcare sector, but there is a lack of comprehensive frameworks to evaluate the impact of Healthcare 4.0 technologies on sector operations, particularly in developing countries. …”
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A Fast Fault Location Based on a New Proposed Modern Metaheuristic Optimization Algorithm by Mohammad Parpaei, Hossein Askarian-Abyaneh, Farzad Razavi

“…In addition, the performance of the proposed method was compared with different fault location methods. …”
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Deep Self-Supervised Disturbance Mapping With the OPERA Sentinel-1 Radiometric Terrain Corrected SAR Backscatter Product by Harris Hardiman-Mostow, Charles Marshak, Alexander L. Handwerger

“…Across events, our approach yields high quality delineations: <inline-formula><tex-math notation="LaTeX">$F_{1}$</tex-math></inline-formula> scores exceeding 0.6 and areas under the precision&#x2013;recall curve exceeding 0.65, consistently outperforming existing SAR disturbance methods. Our findings suggest that a self-supervised vision transformer is well-suited for global disturbance mapping and can be a valuable tool for operational, near-global disturbance monitoring, particularly when labeled data does not exist.…”
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Patterns for translation of compound nouns in the Russian, English, and German languages by T.K. Ivanova, N.V. Arzhantseva, I.V. Erofeeva

“…The purpose has been fulfilled using the following methods: comparative and des­criptive methods, as well as the method of structural and semantic analysis based on the onomasiological approach. …”
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Investigating the Key Trends in Applying Artificial Intelligence to Health Technologies: A Scoping Review. by Tawil Samah, Merhi Samar

“…<h4>Methods</h4>The review included 68 academic studies retracted from different databases (WOS, Scopus and Pubmed) from January 2020 and April 2024. …”
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Research on the Causes of the Concave Shapes of Traditional Chinese Building Roofs from the Construction Perspective by Xiang Chen, Chenyuan Wang, Jie Sun, Weijie Xia

“…Through a systematic review of historical literature (especially Yingzao fashi (Treatise on Architectural Methods)); the empirical investigation and analysis of typical architectural examples; detailed research on the structural practices, material properties (especially the creep behavior of timber), and construction techniques of key timber components such as flying rafters, hip rafters, and rafters; and mechanical principles and computational simulation, this study found that the concave curved forms of different parts of the roof, such as the eaves (flying rafters), corners (corner upturn), and main body (Ju zhe), are not purely esthetic choices but are, to a large extent, technical responses or inevitable results stemming from objective construction constraints of the time, including limitations on timber length, component connection methods, structural load distribution, and long-term deformation. …”
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Legal mentality and causes of corruption in Ukraine by Dovhanych V.

“…The methods of comparative analysis and expert survey are used to establish cause and effect relationships. …”
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