Graphics Accelerators: A Review by Layla Jamal Hussein, Basma MohammadKamal Younis, Ahmed Khazal Younis

“…We believe that the software techniques presented in this paper will be helpful for researchers who plan to develop new graphics accelerators algorithms. Also, it gives the required introductions in developing hardware graphics accelerators and help select materials, techniques, and tools. …”
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Development and Optimization of the Internet of Things Network for Product Quality Monitoring by U. А. Vishniakou, Hu Zhifeng

“…The application of intelligent algorithms for farm management is also considered: data processing and training ‒ ML, knowledge processing ‒ DT, security ‒ FL. …”
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Classification of Red Blood Cells in the Kendall Space of Reflection Shapes by Ximo Gual-Arnau, Lluïsa Gual-Vayà

“…Using this representation, we applied an embedding of the Kendall space <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msubsup><mo>Ω</mo><mn>2</mn><mi>k</mi></msubsup></semantics></math></inline-formula> into a Euclidean space, which allowed for the use of machine learning classification algorithms. We also compared our results with those obtained using other classification methods applied to the same dataset in the literature, highlighting the strong performance of our approach in terms of classification accuracy.…”
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Methods of Developing Strategies for Municipalities by Yu. N. Lapygin, D. V. Tulinova

“…The article is devoted to the procedures for constructing a strategy for the development of municipalities in the Russian Federation, both in terms of considering the formation of approaches to shaping the prospects for possible changes, and with respect to methods that allow us to determine the future on the basis of a set of strategically significant goals that are formed based on the results of constructing the target configurator.The goal is to compare different points of view on the organization of methodological support for the process of formulating the strategy itself and determining its main content and, as a result, to show the author’s version of the algorithm for constructing the strategy slogan and filling it with the content of strategic projects and programs.Methods for constructing mental maps were used, including the tools for analyzing the situation, forming a hierarchy of strategic goals, and determining the main content of the strategy for the development of the municipal formation.It is shown that in the scientific literature the controversy continues about the algorithms, methods, models and tools for the development of the strategy for the development of municipalities, and universal methods for developing strategies have not been worked out.The structure of strategic goals is determined as a result of the analysis of the factors of the external and internal environment, as a result of the analysis of the existing strategy of the municipal entity (legal or illegal), as the concretization of the Vision and the Mission. and also as an orientation to the reference variants of goal-setting in the municipality. …”
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Recommender systems may enhance the discovery of novelties by Giordano De Marzo, Pietro Gravino, Vittorio Loreto

“…Surprisingly, analytical and numerical findings reveal that these techniques can enhance novelty discovery rates. Also, distinct algorithms with similar discovery rates yield different outcomes, with the matrix factorization algorithm producing opinion polarization. …”
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Deciphering the impact of sepsis phenotypes on improving clinical outcome predictions: a multicenter retrospective analysis based on critical care in China by Luyao Zhou, Weimin Zhang, Min Shao, Cui Wang, Yu Wang

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Artificial Intelligence-Assisted Segmentation of a Falx Cerebri Calcification on Cone-Beam Computed Tomography: A Case Report by Julien Issa, Alexandre Chidiac, Paul Mozdziak, Bartosz Kempisty, Barbara Dorocka-Bobkowska, Katarzyna Mehr, Marta Dyszkiewicz-Konwińska

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Resolution of the consensus of the Russian Federation experts on the diagnosis and treatment of osteoarthritis, 2022 by A. M. Lila, V. I. Mazurov, A. I. Martynov, N. V. Zagorodny, L. I. Alekseeva, N. V. Chichasova, A. E. Karateev, A. V. Naumov, E. V. Zonova, A. P. Rachin, E. A. Taskina

“…Individual clinical manifestations of OA also require a differential approach: the pain treatment requires consideration of the patient's psycho-emotional profile and the possibility of involving nociceptive pathways in the process. …”
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The ZTF Source Classification Project. III. A Catalog of Variable Sources by Brian F. Healy, Michael W. Coughlin, Ashish A. Mahabal, Theophile Jegou du Laz, Andrew Drake, Matthew J. Graham, Lynne A. Hillenbrand, Jan van Roestel, Paula Szkody, LeighAnna Zielske, Mohammed Guiga, Muhammad Yusuf Hassan, Jill L. Hughes, Guy Nir, Saagar Parikh, Sungmin Park, Palak Purohit, Umaa Rebbapragada, Draco Reed, Daniel Warshofsky, Avery Wold, Joshua S. Bloom, Frank J. Masci, Reed Riddle, Roger Smith

“…We find that several classifiers achieve high precision and recall scores, suggesting the reliability of their predictions for 209,991,147 light curves across 77 ZTF fields. We also identify the most important features for XGB classification and compare the performance of the two ML algorithms, finding a pattern of higher precision among XGB classifiers. …”
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Charge‐coupled device based on optical tomography system for monitoring two‐phase flow by J. Jamaludin, R. Abdul Rahim, H. Abdul Rahim, M.H. Fazalul Rahiman, J. Mohd Rohani

“…The image reconstruction algorithms used were filtered images of linear back projection algorithms. …”
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Streamlining ICI Transformed as a Nonnegative System by David Hyland

“…Also, the author’s paper entitled “The Rise of the Brown-Twiss Effect” summarized the search algorithm and emphasized the mathematical proofs of the algorithm. …”
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User-Oriented Preference Toward a Recommender System by Pei-Chun Lin, Nureize Arbaiy

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water resources Optimal design of sewage networks for Al-Jaffryah Quarter and Al-Kut Trade Center using genetic algorithms and spectral analysis of the river to know the effect of... by marwa kareem, Mohammed S. Shamkhi

“…For this aim, an adaptive model of the Genetic Algorithm (GA) of efficient and effective optimization design with a consistent layout is proposed. …”
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Total fuzzy graph coloring by Smriti Saxena, Antika Thapar, Richa Bansal

“…In this paper, a hybrid genetic algorithm (HGA) is proposed for the total fuzzy graph coloring (TFGC) problem. …”
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Finite Mixture Models: A Key Tool for Reliability Analyses by Marko Nagode, Simon Oman, Jernej Klemenc, Branislav Panić

“…A critical factor in achieving accurate approximations is the choice of parameter estimation algorithm. The REBMIX&EM algorithm, implemented in the <b>rebmix</b> R package, generally performs well but struggles when components of the finite mixture model overlap. …”
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Coordinated Control of Relative Orbit of Co-Location Geostationary Satellites Using Game Theory by Fatemeh Amozegay, Amirreza Kosari, Mahdi Fakoor

“…The inter-satellite link is also utilized to increase the automaticity of the satellites, which in turn could lead to reduction of the minimum distance between them, so that more satellites could be located in the orbital slot. …”
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Multi-Stage Planning Approach for Distribution Network Considering Long-Term Variations in Load and Renewable Energy by Qihe Lou, Yanbin Li, Zhenwei Li, Liu Han, Ying Xu, Zhongkai Yi

“…Currently, the world is rapidly advancing in terms of the construction of new power systems, and planning suitable distribution network planning while also considering renewable energy has become a hot issue. …”
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Machine Learning Inspired Design of Complex-Shaped GaN Subwavelength Grating Reflectors by Onoriode N. Ogidi-Ekoko, Wen Liang, Haotian Xue, Nelson Tansu

“…We present the machine learning inspired design of two types of GaN zero contrast subwavelength gratings (SWGs): a polynomial-shaped grating and, for reference, a conventional rectangular grating, using the differential evolution algorithm to optimize the designs for high broadband reflectivity and separately for large fabrication tolerance. …”
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CONTROL ALGORITMS OF BOF MELTING WITH CONSIDERING THE INFLUENCE OF UNCONTROLLED DISTURBANCE by V. S. Bogushevsky, O. E. Skachok

“…Created a control algorithm with the influence of uncontrolled disturbance.…”
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Security and Fairness in Multiparty Quantum Secret Sharing Protocol by Alessio Di Santo, Walter Tiberti, Dajana Cassioli

“…To fingerprint and authenticate users, CRYSTAL-Kyber primitives are adopted, while also protecting each player&#x2019;s privacy by hiding their identities. …”
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