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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A Novel Hybrid Architecture With Fast Lightweight Encoder and Transformer Under Attention Fusion for the Enhancement of Sand Dust and Haze Image Restoration by Muhammad Khawaja Kashif Masood, Enrique Nava Baro, Pablo Otero

“…The results show that the proposed method outperforms all previous conventional and advanced deep learning methods in terms of visual quality, evaluation metrics, training and testing time, and novel EEI.…”
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Detection of Leakage Areas in an Earth Embankment from GPR Measurements and Permeability Logging by Raphaël Antoine, Cyrille Fauchard, Yannick Fargier, Edouard Durand

“…Ground penetrating radar (GPR) is a nondestructive method allowing the improvement of our knowledge of civil engineering structures. …”
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Application of Enhanced Weighted Least Squares with Dark Background Image Fusion for Inhomogeneity Noise Removal in Brain Tumor Hyperspectral Images by Jiayue Yan, Chenglong Tao, Yuan Wang, Jian Du, Meijie Qi, Zhoufeng Zhang, Bingliang Hu

“…The image processed by this method has almost no residual non-uniform noise, the image is clear, and the best visual effect is achieved. …”
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The Laplacian eigenmaps dimensionality reduction of fMRI data for discovering stimulus-induced changes in the resting-state brain activity by Nikita Pospelov, Alina Tetereva, Olga Martynova, Konstantin Anokhin

“…This study was aimed to develop an unbiased method to detect such changes in the RS activity after exposure to emotionally meaningful stimuli. …”
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Effective Multifocus Image Fusion Based on HVS and BP Neural Network by Yong Yang, Wenjuan Zheng, Shuying Huang

“…In this paper, a novel multifocus image fusion method based on human visual system (HVS) and back propagation (BP) neural network is presented. …”
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Enhancing curve smoothness with whale optimization algorithm in positivity and monotonicity-preserving interpolation by Salwa Syazwani Mahzir, Md Yushalify Misro

“…While this free parameter offers flexibility in modifying the shape of the curve, improper selection can lead to visually unpleasing results. By applying an optimization method, this study introduced a more efficient approach to determine the optimal parameter value. …”
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Onnanoscale phenomena inthe electroacoustic sputtering process by W. H. Al-Tibbi, V. S. Minakov

“…The conclusions obtained in this paper are based on the method of separation of the affecting factor contributions into broadening the diffraction reflection peaks (the Warren-Averbach method).Research Results. …”
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YOLOv8n-Al-Dehazing: A Robust Multi-Functional Operation Terminals Detection for Large Crane in Metallurgical Complex Dust Environment by Yifeng Pan, Yonghong Long, Xin Li, Yejing Cai

“…Compared with the YOLOv8n method, our method approach increases inference speed by 15.54%, achieving 120.4 frames per second, which meets the requirements for real-time detection on site. …”
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Intelligent Control of Smooth Blasting Quality in Rock Tunnels Using BP-ANN, ENN, and ANFIS by Baoping Zou, Jianxiu Wang, Zhanyou Luo, Lisheng Hu

“…The following are the conclusions of this study: (1) This paper presented a method of constructing a tunnel smooth blasting quality control index system and established this system with seven criteria layers, namely, geological conditions, explosive properties, borehole parameters, charge parameters, method of initiation, tunnel parameters, and construction factors, as well as a total of nine indexes. (2) The comprehensive optimization control model of BP-ANN, ANFIS, and ENN for tunnel smooth blasting quality was established. (3) The uniform design method was used to optimize the blasting parameters of the tunnel section, which needs to be controlled, and verify that the construction of these comprehensive optimization control models can change the focus of tunnel smooth blasting quality control from the traditional single index control method into a dynamic, intelligent, pluralistic, and integrated control technology.…”
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The research on recognition of passenger abnormal behavior in urban rail transit stations based on conditional generative adversarial networks by Jing Zuo, Zexin Li, Ming He, Qiaoli Yang

“…With the exponential growth of urban rail transit passenger flow, manual monitoring for passenger abnormal behavior recognition is prone to missed detections and misjudgments due to visual fatigue. Developing rapid and accurate intelligent recognition method for passenger abnormal behavior has therefore become crucial for enhancing operational management and ensuring passenger safety. …”
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A deep reinforcement learning approach for wind speed forecasting by Shahab S. Band, Ting Jia Lin, Sultan Noman Qasem, Rasoul Ameri, Danyal Shahmirzadi, Muhammad Shamrooz Aslam, Hao-Ting Pai, Ely Salwana, Amir Mosavi

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Surgical Treatment of Previously Unclosed Macular Holes by R. R. Faizrakhmanov, E. A. Larina, O. A. Pavlovskii

“…The macular hole is the acquired disease which is a defect of a foveola part of retina on all thickness from an internal limiting membrane to an external segment of a photoreceptor layer. The standard method of treatment is surgery method: a microinvasive vitrectomy with membrane peeling in macular area. …”
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