Interpretation of Constructivism Stylistics in the Development of the Identity of a Film Cultural Center as a Tool of Attracting the Audience by Dana K. Timonina, Olga A. Tsesevichene

“…Design methods: analysis of similar developments (direct and indirect), associative thinking method and projectivography method. …”
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Angular orientation determination in SINS: traditional algorithms comparison by A. A. Sanko, A. A. Sheinikov

“…For a UAV that has no or minimal undampened angular harmonic oscillations of its body, when performing a typical flight along the route, the best, in terms of accuracy and volume of calculations, is a second-order accuracy algorithm implementing the average speed method. Its average error in calculating angles ranges from 3.6 to 43%, which is approximately equal to the errors values when using the considered algorithms (an algorithm implementing a second approximation to the average speed method, a one-step algorithm of the thirdorder of accuracy), with a three-fold smaller amount of mathematical calculations.…”
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Examining the Efficiency of Learning-Based Algorithms in the Process of Declaring Customs by Mustafa Günerkan, Ender Şahinaslan, Önder Şahınaslan

“…According to the performance measurement results, the maximum result was achieved in the Decision Tree (75.69%) and Bagging (75.70%) algorithms with respect to the Train-test split method at a test rate of 25%. Regarding the K-Fold method, which assumes K to be equal to 10, similar success rates were obtained for the Decision Tree (75.84%) and Bagging (75.83%) algorithms. …”
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TDFNet: twice decoding V-Mamba-CNN Fusion features for building extraction by Wenlong Wang, Peng Yu, Mengmeng Li, Xiaojing Zhong, Yuanrong He, Hua Su, Yunxuan Zhou

“…Research shows the importance of both global context and spatial details for accurate building extraction. Therefore, methods integrating convolutional neural networks (CNNs) and visual transformers (ViTs) are popular nowadays. …”
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Kohonen’s algorithm in problems of classification of defects in printed circuit assemblies by S. U. Uvaysov, V. V. Chernoverskaya, An Kuan Dao, Van Tuan Nguyen

“…The article presents a new method for diagnosing the technical condition of radio-electronic components, combining the methods of thermal diagnostics with the technologies of artificial neural networks. …”
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ALGORITHMS OF THE AUTOMATIC DIGITAL ANALYSIS OF VEGETABLE SEEDS QUALITY by F. В. Musaev, М. S. Antoshkina, A. V. Soldatenko, S. L. Beletsky, N. N. Potrakhov

“…Now programming, automation of this method is conducted. The way of the digital analysis of x-ray images in the automatic mode comes to replacement of earlier applied visual analysis of radiographs of seeds. …”
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Towards Effective Participation: A Stakeholder-Centered Evaluation for Aggregating Spatially Explicit Data by Sebastian Leahy, Eduardo Dias

“…Subsequently, a follow-up study was employed to validate the perceived feeling of ownership among both of the methods in terms of the stakeholders’ sense of community representation within the visual outputs. …”
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Linear Total Variation Approximate Regularized Nuclear Norm Optimization for Matrix Completion by Xu Han, Jiasong Wu, Lu Wang, Yang Chen, Lotfi Senhadji, Huazhong Shu

“…Matrix completion that estimates missing values in visual data is an important topic in computer vision. …”
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Comparison of three types of scleral fixation of the intraocular lens by Zeeyoon Byun, Sungsoon Hwang, Mingui Kong

“…The ab externo method utilized conventional sutured techniques, while the trocar-cannula-based sutureless method was adapted from the “Yamane” technique, employing a wide-angle fundus lens to facilitate IOL manipulation in the vitreous cavity. …”
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Advancing Spike Sorting Through Gradient‐Based Preprocessing and Nonlinear Reduction With Agglomerative Clustering by Mohammad Amin Lotfi, Fatemeh Zareayan Jahromy, Mohammad Reza Daliri

“…This underscores the necessity for the development of fully automated spike‐sorting methods capable of achieving high accuracy. Method Unsupervised mathematical methods in spike sorting possess an advantage over supervised machine learning and deep learning models as they require no training and involve lower computational costs. …”
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Technology for risk assessment at product lifecycle stages using fuzzy logic by A. N. Chesalin, S. Ya. Grodzenskiy, Pham Van Tu, M. Yu. Nilov, A. N. Agafonov

“…An approach based on fuzzy logic and a hybrid fuzzy neural network model is proposed, which allows to present the used criteria in a con-venient form and implement a logical conclusion using simple and visual production rules. At the same time, the effectiveness and accuracy of the developed risk assessment system based on fuzzy logic is mainly determined by the quality of expert information and the consistency of the methods used to obtain it. …”
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Using Concept Maps in Teaching Arabic as a Foreign Language by Yusuf Ceylan, Senem Ceylan

“…Accordingly, this article discusses the role of the teacher and the student in teaching Arabic and the applied methods within the framework of new techniques, and explains the use of new methods and techniques and how they have become widespread alongside the traditional ones. …”
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Explication of screen culture by Dmitry Belyaev, Ksenia Aksenova

“…This actualizes the study of the genesis of screen culture, the content and evolution of the formats of its representation both in the structure of human everyday life and in the historical continuum of culture. The research methods include the following: the methodology of evolutionism, cultural-semiotic and comparative methods, which allows to trace the genesis of screenness and compare various forms of screen culture; and the typological method and systematic approach, which allowed to systematize the forms of screen culture and reveal the principles of their distinction. …”
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A VAN-Based Multi-Scale Cross-Attention Mechanism for Skin Lesion Segmentation Network by Shuang Liu, Zeng Zhuang, Yanfeng Zheng, Simon Kolmanic

“…Therefore, we propose a new multi-scale cross-attention method called M-VAN Unet, which is designed based on the Visual Attention Network (VAN) and can effectively learn local and global features. …”
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Comparison of Neural Network, Ordinary Kriging, and Inverse Distance Weighting Algorithms for Seismic and Well-Derived Depth Data: A Case Study in the Bjelovar Subdepression, Croat... by Ana Brcković, Tomislav Malvić, Jasna Orešković, Josipa Kapuralić

“…The results showed that NN is a highly adjustable method for interpolation, with adjustment for numerous hyperparameters. …”
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Comparative analysis of YAG laser vitreolysis and posterior vitrectomy in diabetic hemophthalmus by E. M. Gasimov, N. I. Aliyeva

“…Purpose: To conduct a comparative analysis of YAG laser vitreolysis and posterior vitrectomy in diabetic hemophthalmus.Materials and Methods. The study included 96 patients (106 eyes) aged 43‑72, 57 women and 39 men, with PDR complicated by hemophthalmus. …”
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Generalization of the Analytical Exponential Model for Homogeneous Reactor Kinetics Equations by Abdallah A. Nahla, Mohammed F. Al-Ghamdi

“…The eigenvalues of the coefficient matrix are calculated numerically using visual FORTRAN code, based on Laguerre’s method, to calculate the roots of an algebraic equation with real coefficients. …”
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Dual-Contrast Cellular Magnetic Resonance Imaging by Rohan Dharmakumar, Zhouli Zhang, Ioannis Koktzoglou, Sotirios A. Tsaftaris, Debiao Li

“…Negative contrast magnetic resonance imaging (MRI) methods using magnetic susceptibility shifting agents have become one of the most important approaches in cellular imaging research. …”
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Bio-Inspired Structure Representation Based Cross-View Discriminative Subspace Learning via Simultaneous Local and Global Alignment by Ao Li, Yu Ding, Xunjiang Zheng, Deyun Chen, Guanglu Sun, Kezheng Lin

“…To address this problem, in this paper, we develop a novel cross-view discriminative feature subspace learning method inspired by layered visual perception from human. …”
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Comparative Efficacy of Swim-Up, Density-Gradient Centrifugation, and Microfluidic Sorting in Sperm Preparation, and the Impact on Motility, Morphology, and DNA Integrity by Wen ZN, Duan L, Chen Y, Qiu QH, Liu G, Luo N, Li PH, Tian EP, Ge RS

“…We compared the effects of three sperm preparation methods—swim-up, density-gradient centrifugation, and microfluidic sorting—on sperm quality and DNA integrity.Methods:  Semen samples from 12 patients were divided into three equal portions and processed using swim-up, density-gradient centrifugation, and microfluidic sorting techniques. …”
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