An efficient hybrid Hopfield convolutional neural network for detecting spam bots in Twitter platform by A.V. Santhosh Kumar, N. Suresh Kumar, R. Kanniga Devi

“…Initially, the Twitter data are pre-processed to improve the accuracy of classification. …”
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Sentence Embedding Generation Framework Based on Kullback–Leibler Divergence Optimization and RoBERTa Knowledge Distillation by Jin Han, Liang Yang

“…Traditional word vector methods, such as Word2Vec and GloVe, as well as deep learning models like BERT, face limitations in handling context dependency and polysemy and present challenges in computational resources and real-time processing. To address these issues, this paper introduces two novel methods. …”
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SIC based RL for massive MIMO NOMA signal detection for different modulation schemes under diverse channel conditions by Arun Kumar, Aziz Nanthaamornphong, Mohammed H. Alsharif, Mehedi Masud

“…Iterative methods such as AMP, GS, and CG achieve lower complexity, but suffer from convergence issues or degraded BER. Despite requiring initial training, SIC-RL provides a favorable trade-off between the detection accuracy and processing cost, positioning it as a computationally efficient and high-performance detector for next-generation MIMO–NOMA systems.…”
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Research Progress in the Application of MOFs Coupled Wood Composites in Environmental Remediation by Rongfu PENG, Xinfeng ZHU, Junning WANG, Jinhui ZHANG, Chaohai WANG, Shangru ZHAI

“…However, the crystal structure of MOFs typically results in a powdered form that is inherently fragile, unsuitable for processing, and low compatibility. These limitations hinder their recycling, processing, and molding, severely restricting their practical application. …”
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Influence of the colloidal-chemical state of chromium ions on the morphology and phase composition of its oxide forms by B. M. Nemenenok, A. R Tsyganov, A. S. Panasyugin, I. A. Pankovets, N. P. Masherova, N. D. Pavlovsky, I. L. Kulinich

“…In recent years, issues related to chemical pollution of the biosphere have become increasingly urgent. …”
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Effect of serrated grain boundary on tensile and creep properties of a precipitation strengthened high entropy alloy by Jhuo-Lun Lee, Pei-Te Wang, Kai-Chi Lo, Pai-Keng Shen, Nien-Ti Tsou, Koji Kakehi, Hideyuki Murakami, Che-Wei Tsai, Stéphane Gorsse, An-Chou Yeh

“…In this study, tensile and creep deformation of a high-entropy alloy processed by selective laser melting (SLM) has been investigated; hot ductility drop was identified at first, and the loss of ductility at elevated temperature was associated with intergranular fracture. …”
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Dissemination of MCR-Type Genes Encoding Polymyxin Resistance in Russia and Across the Globe by V. A. Ageevets, О. S. Sulyan, I. V. Lazareva, A. A. Sukhinin

“…This review briefly summarizes the principal data on this issue.…”
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FEATURES OF THERAPEUTIC SUPPORT FOR PATIENTS WITH POLYTRAUMA by I.A. Mormol, O.A. Borzykh, I.P. Kaidashev

“…Today, the issue of timely diagnosis and treatment of polytrauma remains highly relevant. …”
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OPEN PERFORATION OF MAXILLA ALVEOLAR SPROUT, PERFORATION OF THE TOOTH CAVITY BOTTOM AT ENDODONTIC TREATMENT OF THE FIRST MOLAR ON MAXILLA (CLINICAL CASE) by T.P. Skripnikova, Т.А. Khmil, S.V. Bilous

“… The paper presents a clinical issue of multiple doctor’s errors when he/she performs endodontic treatment. …”
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Influence of vegetative regulation on hematological parameters of pigs by P. S. Khymynets, R. V. Grelya, I. A. Hryshchuk, B. V. Gutyj, V. V. Karpovsky, P. V. Karpovsky, A. V. Hryshchuk, O. V. Zhurenko, V. I. Karpovsky, S. I. Holopura, V. B. Todoriuk

“…The study of factors influencing the hematological parameters of sows' blood and the development of methods for their correction is a rather topical issue. After all, the deterioration of these indicators will negatively affect both the animal itself and its offspring, which causes significant economic losses to the farm. …”
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Znaczenie Międzynarodowej Statystycznej Klasyfikacji Chorób i Problemów Zdrowotnych w wersji ICD-11 w kontekście kanonicznych procesów małżeńskich by Monika Gwóźdź

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Some Remarks regarding the Criminalization and the Forensic Investigation of the Crime of Computer Forgery in the Romanian Legislation by Adrian Cristian Moise

“…Finally, this study also presents the main issues to be clarified in the forensic investigation process of the crime of computer forgery.…”
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Heavy Metal Contamination: Sources, Health Impacts, and Sustainable Mitigation Strategies with Insights from Nigerian Case Studies [version 4; peer review: 1 approved, 2 approved w... by Tolulope Ogunnusi, Oghenerobor Akpor, Peter Olagbemide, Babafemi Laoye

“…Heavy metal contamination has gradually become a highly significant global issue due to its continual existence in the environment and bioaccumulation in the ecosystems, posing deleterious risks to human health. …”
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INCLUSION OF THE TOPIC «THE SIMPLEST FUNCTIONAL EQUATIONS» IN THE MODEL PROGRAMS FOR STUDYING THE SUBJECT «ALGEBRA AND THE BEGINNINGS OF ANALYSIS» by Тетяна Бохонова, Юрій Бохонов, Ірина Матвєєва, Олексій Томащук, Вікторія Тихонова, Олег Лещинський, Валентина Гроза

“…Formulation of the problem. Analysis of the issue of including the topic "The simplest functional equations" in the model curricula for studying the subject "Algebra and the beginnings of analysis" for specialized classes with in-depth study of mathematics. …”
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Foreground-Driven Contrastive Learning for Unsupervised Human Keypoint Detection by Shuxian Li, Hui Luo, Zhengwei Miao, Zhixing Wang, Qiliang Bao, Jianlin Zhang

“…However, these methods suffer from an issue because they reconstruct the entire image, which can easily lead to some keypoints being assigned to the background region. …”
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Symbolic action and organizational resources acquisition and exploitation by Mazur Karolina

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Syn(En)ergies in neighbourhood regeneration. Al Safarat experimental laboratory in transition by Monica Moscatelli, Alessandro Raffa

“…Integrating the energy issue in the regeneration of neighbourhoods influences the entire metabolism of the urban settlement. …”
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Measuring domestic agricultural support in developed countries in the light of the WTO regulations by Agnieszka Poczta-Wajda

“…This paper deals with an issue of measuring and reducing the level of agricultural domestic support within the provisions of the WTO in developed countries. …”
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Classification of Tasks for Forensic Video Analysis by O. O. Vlasov

“…The article is devoted to the theoretical reflection on the issue of the lack of a unified approach to the classification of tasks of forensic video analysis. …”
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Perceived effects of the hidden curriculum of return to entrepreneurship with the mediation of goal orientation by Ahmad KarimiDashtaki, Mohammadbagher Akbarpour Zangalani

“…But entrepreneurial orientation emphasizes the process and explains what we should do in the process (Ermita et al, 2021). …”
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