A Multi-Faceted Approach to Trending Topic Attack Detection Using Semantic Similarity and Large-Scale Datasets by Insaf Kraidia, Afifa Ghenai, Samir Brahim Belhaouari

“…Five machine learning models—Random Forest, Decision Tree, K-Neighbors, Gradient Boosting, and XGBoost—were tested, with results benchmarked against nine baseline methods across different linguistic datasets and learning scenarios. …”
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Research on the Parameter Prediction Model for Fully Mechanized Mining Equipment Selection Based on RF-WOA-XGBoost by Yue Wu, Wenlong Sang, Xiangang Cao, Longlong He

“…This paper proposes a fully mechanized mining equipment parameter prediction model based on Extreme Gradient Boosting Regression Trees (XGBoost), which is developed based on the mapping relationships among geological parameters, fully mechanized mining face conditions, and the parameters of fully mechanized mining equipment. …”
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Bifunctional electrocatalytic performance of MgAlCe-LDH/β-Ni(OH)2/Ni foam in total natural seawater splitting by Mahsa Mehravaran, Karim Asadpour-Zeynali

“…The enhanced electrocatalytic activity of MgAlCe-LDH/β-Ni(OH)2/Ni foam can be attributed to boosting exposed active sites, improving electronic interaction, and increasing charge transfer capacity resulting from the synthesis of MgAlCe-LDH on β-Ni(OH)2/Ni foam. …”
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Research on Application of Dredging Technology for Steel Pipe Pile Under Complex Sea Conditions in Deep Sea by Jianjun CHEN

“…If the dredging outcome is not ideal, it will affect the strength of the infrastructure, on the other hand, it will affect the safety of fan hoisting. [Method] The article took a demonstrative wind farm in the East Guangdong Sea as an example. …”
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IgG4-Related Sclerosing Cholangitis Involving the Intrahepatic Bile Ducts Diagnosed with Liver Biopsy by Malene Theilmann Thinesen, Ove B. Schaffalitzky de Muckadell, Sönke Detlefsen

“…Liver biopsy showed storiform fibrosis, lymphoplasmacytic infiltration, obliterative phlebitis, and a portal-based inflammatory nodule with expansion of a portal tract. …”
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THE DEMAND FOR VIDEO CONTENT AMONG STUDENT YOUTH IN MODERN SOCIETY by Ekaterina V. Baranova, Yulia R. Guro-Frolova, Elena G. Sokolova

“…The results of the study can be applied in solving the problem of sociological assessment of digital transformation success on the platform of transport and other specialized universities, as well as in the process of improving the digital literacy level in modern society, in the search for effective ways of socializing a person in the information-boosted environment. Moreover, the demand for video content is a promising guideline in optimizing the higher professional education system. …”
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Nuevas barreras comerciales de EU a las importaciones automotrices y posibles efectos en el empleo regional by Gustavo Félix Verduzco, David Castro Lugo, Gilberto Aboites Manrique

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A Unique Simulation Methodology for Practicing Clinical Decision Making by Shimon Amar, Yuval Bitan

“…Moreover, the method boosts learners’ professional confidence, self-directed learning, and additional experiences. …”
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B-doped nano-hydroxyapatite facilitates proliferation and differentiation of osteoblasts by Qiao Kang, Wenhao Wang, Shengtao Wu, Ganggang Hu

“…B-nHAp significantly upregulated the expressions of marker molecules related to hBMSC proliferation and differentiation. B-nHAp boosted the activity of the Wnt/β-catenin signaling pathway. …”
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Fucose as a nutrient ligand for Dikarya and a building block of early diverging lineages by Małgorzata Orłowska, Drishtee Barua, Sebastian Piłsyk, Anna Muszewska

“…The constitution of 25% and 12% of this sugar in the carbohydrates of cell wall in the respective Umbelopsis and Mucorales strains boosts the need to bridge the gap of knowledge on fucose metabolism across the fungal tree of life. …”
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Decoding Subjective Understanding: Using Biometric Signals to Classify Phases of Understanding by Milan Lazic, Earl Woodruff, Jenny Jun

“…Distinct AU patterns were found for all five phases, with gradient boosting machine and random forest models achieving the highest predictive accuracy. …”
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Plant Leaf Disease Detection Using Integrated Color and Texture Features by Jayamala Kumar Patil and Vinay Sampatrao Mandlik

“…The experimental results demonstrate that the developed system consistently excels in its disease detection and identification tasks, boasting an impressive efficiency rate of 98.33%. This high level of accuracy underscores the potential of the system to be a valuable tool in precision agriculture, aiding farmers and agricultural experts in maintaining healthy crops and optimizing production. …”
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Moringa oleifera Lam. leaf extract mitigates carbon tetrachloride-mediated hepatic inflammation and apoptosis via targeting oxidative stress and toll-like receptor 4/nuclear factor... by Samah M. Fathy, Mohammed S.M. Mohammed

“…The suppressing effect of MOLE on the boosted inflammatory pathway triggered by CCl4 was detected by measuring the protein levels of nuclear factor kappa-light-chain-enhancer of activated B-cells (NF-κB-p65), toll-like receptor 4 (TLR4), tumor necrosis factor-α (TNF-α), interleukin (IL)-6, IL-1β, and IL-8 as well as the relative expressions of nuclear factor kappa B (NF-κB), TNF-α, IL-1β, and TLR4 genes. …”
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Integrin-mediated host cell invasion by type 1-piliated uropathogenic Escherichia coli. by Danelle S Eto, Tiffani A Jones, Jamie L Sundsbak, Matthew A Mulvey

“…Phosphorylation site mutations within the cytoplasmic tail of beta1 integrin that alter integrin signaling also variably affect UPEC entry into host cells, by either attenuating or boosting invasion frequencies. Furthermore, focal adhesion and Src family kinases, which propagate integrin-linked signaling and downstream cytoskeletal rearrangements, are shown to be required for FimH-dependent bacterial invasion of target host cells. …”
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Urdu Toxic Comment Classification With PURUTT Corpus Development by Hafiz Hassaan Saeed, Tahir Khalil, Faisal Kamiran

“…We introduce the extended corpus as PURUTT (Parallel Urdu and Roman Urdu Corpus for Toxic Comments and Transliteration), boasting 72,771 labeled comments as parallel comments in both Urdu and Roman Urdu scripts. …”
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Supralinear dendritic integration in murine dendrite-targeting interneurons by Simonas Griesius, Amy Richardson, Dimitri Michael Kullmann

“…Blocking L-type calcium channels abolished supralinear calcium signalling but only had a minor effect on voltage supralinearity. Dendritic boosting of spatially clustered synaptic signals argues for previously unappreciated computational complexity in dendrite-projecting inhibitory cells of the hippocampus.…”
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Machine learning based prediction models for the prognosis of COVID-19 patients with DKA by Zhongyuan Xiang, Jingyi Hu, Shengfang Bu, Jin Ding, Xi Chen, Ziyang Li

“…We developed five machine learning-based prediction models—Extreme Gradient Boosting (XGB), Logistic Regression (LR), Random Forest (RF), Support Vector Machine (SVM), and Multilayer Perceptron (MLP)—to evaluate the prognosis of COVID-19 patients with DKA. …”
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Review of different types of mountain springs and mineral waters from Bulgaria based on their natural origin and health benefits by I. Ignatov

“…In the 19th century, analyses revealed that regions with mountains boasted many long-lived individuals and centenarians, with factors such as pure mountain water, fresh air, and quality food potentially contributing to longevity. …”
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Exploring Nexus between food security and the loss of agro-biodiversity: a study in Madhya Nepal, Lamjung by Binita Shahi, Shudarshan Hamal, Leela Raj Upadhyay

“…Increased adoption of hybrid crops, supported by irrigation and improved technical knowledge, boosts cereal productivity. The study concludes a positive correlation between agro-biodiversity and food security, highlighting diverse agricultural systems' importance in mitigating climate change challenges.…”
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Combinations of TLR Ligands: A Promising Approach in Cancer Immunotherapy by Saskia Stier, Claudia Maletzki, Ulrike Klier, Michael Linnebacher

“…Combinations of the substances here did not improve the results, whereas antitumoral effects were dramatically boosted when human lymphocytes were added. …”
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