Features of municipal environmental policy in cities of metallurgical specialization by Maxim I. Drozdov

“…This study used universal methods of scientific knowledge: analysis, synthesis, generalization, and others. During the research, data collection and analysis were conducted, employing statistical analysis methods, as well as text and data analysis methods. …”
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Novel Multimodal Fusion Algorithm for Non-Intrusive Anxiety Detection by Mahir Shadid, Mushfiqus Salehin Afnan, Rashed Mustafa, M. Jamshed Alam Patwary

“…The study utilizes six advanced machine learning algorithms (Gaussian Naive Bayes, XGB Classifier, K-Neighbors, SVM, Decision-Tree, and RandomForest) for data classification, pattern recognition, and predictive accuracy. Concurrently, image data from the KDEF and CK+ datasets was processed through a Convolutional Neural Network (CNN) enhanced with a Real Gabor filter, which is particularly adept at capturing textures, edges, and complex visual patterns necessary for precise image analysis and recognition. …”
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An improved multi-object instance segmentation based on deep learning by Nawaf Alshdaifat, Mohd Azam Osman, Abdullah Zawawi Talib

“… Given the recent breakthroughs in recent years, Deep learning (DL) networks have attracted growing interest and attention by researchers and scholars alike due to its importance in detecting and instance segmentation of objects in an image. An entity's example instance segmentation is a critical problem that requires further analysis. …”
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PRAGMATIC POTENTIAL OF EXPRESSIVE INVERSION IN CONTEMPORARY POLITICAL DISCOURSE: A CASE STUDY OF U.S. PRESIDENTIAL INAUGURAL ADDRESSES by Nataliia M. Tymoshchuk

“…This study may also enrich research on the political speeches of American presidents and have some implications for the analysis of political discourse. The research methods of the article combine the discourse analysis method, the style analysis method, the pure sampling method, and the comparative method. …”
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Capturing nematic order on tissue surfaces of arbitrary geometry by Julia Eckert, Toby G. R. Andrews, Joseph Pollard, Yuan Shen, Patricia Essebier, Benoit Ladoux, Anne K. Lagendijk, Rashmi Priya, Alpha S. Yap, Richard G. Morris

“…Whilst aspects of quantitative agreement have been achieved for flat monolayers, the most striking features of tissue morphogenesis—including symmetry breaking, folding and invagination—concern surfaces with complex curved geometries in three dimensions. As yet, however, characterizing such behaviors has been frustrated due to the absence of proper image analysis methods; current state-of-the-art methods almost exclusively rely on two-dimensional intensity projections of multiple image planes, which superimpose data and lose geometric information that can be crucial. …”
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Metaphorics and intertexts in the key text positions of political media discourse by V. O. Pareshneva

“…This article offers an analysis of the contaminated method of metaphorization for the headline set within the political media discourse. …”
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Intelligent Technologies and Robotic Machines for Garden Crops Cultivation by I. G. Smirnov, D. O. Khort, A. I. Kutyrev

“…The following programming languages were used: (C / C ++)-based  OpenCV library, Spyder Python Development Environment, PyTorch and Flask frameworks, and JavaScript. Image marking for training neural networks was carried out via VGG ImageAnnotator and in Labelbox. …”
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MULTIMODAL APPROACH TO THE STUDY OF SPECIALIZED TEXTS IN TECHNICAL DISCOURSE by Yuliia V. Polycheva, Volodymyr I. Vetokhin

“…The research design for this study is analytical and descriptive, which focuses on a deductive narrative approach and a complex of complementary theoretical methods: analyzing, summarizing and interpreting scholarly sources on the issue under scrutiny; conceptual analysis of the term “multimodal approach”; analyzing multimodal elements of a technical text; distributional analysis – to find out the environment, which contains various multimodal components; monographic method – to interpret the results obtained in a coherent logical way. …”
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Challenges and opportunities to integrate artificial intelligence in radiation oncology: a narrative review by Chiyoung Jeong, YoungMoon Goh, Jungwon Kwak

“…Through the analysis of large datasets to identify optimal treatment parameters, AI can automate complex tasks, reduce planning time, and improve accuracy. …”
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«Beltà, poi che t’assenti»: Milva, from Madrigals to Ghosts, in Gesualdo – Death for Five Voices by Werner Herzog by Massimo Fusillo, Mirko Lino

“…From his early linguistic experiments in Last Words (1967) and Precautions Against Fanatics (1968) to later works such as Signs of Life (1968), Fitzcarraldo (1982), La Soufrière (1977), and Lessons of Darkness (1992), Herzog’s cinema reveals a complex interplay between sound, image, and narrative structure. …”
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Hilbert Convex Similarity for Highly Secure Random Distribution of Patient Privacy Steganography by Hussein K. Alzubaidy, Dhiah Al-Shammary, Mohammed Hamzah Alsalihi, Ayman Ibaida, Khandakar Ahmed

“…Furthermore, the security analysis in case of <inline-formula> <tex-math notation="LaTeX">$512\times 512$ </tex-math></inline-formula> image samples show complex probability of distribution based on the Hilbert space model.…”
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The Geometrical Relationship Between Ancient Hindu Technical Treatises and the Planning and Organization of Angkor Wat by Vacharee Svamivastu, Komsan Maleesee

“…PhotoModeler Pro5 and Polycam for iOS-4.0.5 were utilized to render three-dimensional (3D) images of the entire temple complex. The analysis finds the geometric code (suitable module) used in the planning of 2.75 m × 2.75 m in the metric system (1 Phyeam 1 Hat 1 Thnob in) the local Cambodian measuring system). …”
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ASSESSMENT OF AVIATION SECURITY SCREENERS PROFFICIENCY BY MEANS OF APPLYING THE A. BIRNBAUM TWO-PARAMETER MODEL by B. V. Zubkov, A. K. Volkov

“…To assess the results of screeners’ activity the dangerous image projection data is also used. The analysis of modern approaches to assess the screeners’ activity efficiency showed that they do not completely take into account x-ray image complexity factors affecting the results of screeners’ activity monitoring. …”
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SAR 3D Reconstruction Based on Multi-Prior Collaboration by Yangyang Wang, Zhenxiao Zhou, Zhiming He, Xu Zhan, Jiapan Yu, Xingcheng Han, Xiaoling Zhang, Zhiliang Yang, Jianping An

“…Array synthetic aperture radar (SAR) three-dimensional (3D) image reconstruction enables the extraction of target distribution information in 3D space, supporting scattering characteristic analysis and structural interpretation. …”
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ADAM-17/FHL2 colocalisation suggests interaction and role of these proteins in colorectal cancer by Laurine Verset, Joke Tommelein, Christine Decaestecker, Elly De Vlieghere, Marc Bracke, Isabelle Salmon, Olivier De Wever, Pieter Demetter

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The Social Life of Policy Reports by Astrid Jamar

“…Since transitional justice processes mostly culminate in the production of reports which presume to clarify and make accountable complex legacies of violence, such an analysis contributes significantly to addressing the construction of transitional justice narratives critically. …”
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Evaluation of the Effectiveness of the UNet Model with Different Backbones in the Semantic Segmentation of Tomato Leaves and Fruits by Juan Pablo Guerra Ibarra, Francisco Javier Cuevas de la Rosa, Julieta Raquel Hernandez Vidales

“…An alternative method for conducting this separation is to utilize intelligent digital image processing, wherein plant elements are labeled for subsequent analysis. …”
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Regularities of plaque stabilization in various scenarios of neointimal calcification and vascularization by N. Yu. Osyaev, L. A. Bogdanov, R. A. Mukhamadiyarov, A. R. Shabaev, D. K. Shishkova, V. E. Markova, O. V. Gruzdeva, A. G. Kutikhin

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Peach Fuzz: Conceptual Engineering of Color Categories by Yu. A. Griber

“…The author notes that the visual channel is used to ostensively present the shade with specific chromatic characteristics and to develope a complex visual image on this basis. Special attention is paid to the verbal channel, which is utilized in the form of intentionally constructed color designations and supporting stories (conceptual myths). …”
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Hyperspectral target detection based on graph sampling and aggregation network. by Tie Li, Hongfeng Jin, Zhiqiu Li

“…To comprehensively utilize the spectral information encapsulated within hyperspectral images and more effectively handle the intricate and irregular structures among pixels in complex hyperspectral data, a novel graph sampling aggregation network model is put forward for hyperspectral target detection. …”
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